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386 Commits

Author SHA1 Message Date
Alexander Eichhorn
ca10b10b2e Merge branch 'main' into feature/sqlmodel-migration 2026-04-22 03:24:43 +02:00
dunkeroni
33c288a97d remove anima denoise case (#9072) 2026-04-22 00:43:50 +00:00
Alexander Eichhorn
4546b5f695 feat(ui): show progress bar animation while models are loading (#9058)
Model load events are already emitted by the backend but were only
logged in the frontend. Track a loading counter via
model_load_started / model_load_complete and flip the existing
ProgressBar into indeterminate mode while any model is loading, so
users get visual feedback that something is happening.
2026-04-21 20:18:48 -04:00
Alexander Eichhorn
c83f29362e fix(flux2-vae): support FLUX.2 small-decoder VAE variant (#9032)
Infer encoder and decoder block_out_channels independently from the
state dict and rebuild the decoder submodule when its channel widths
differ from the encoder, so the asymmetric full_encoder_small_decoder
checkpoint from black-forest-labs/FLUX.2-small-decoder loads correctly.

Co-authored-by: Lincoln Stein <lincoln.stein@gmail.com>
2026-04-20 21:58:16 -04:00
Cocoon-Break
18af72c497 fix: remove directory entry sizes from directory_size() to report accurate file totals (#9040)
* fix: remove dir entry sizes from directory_size() (Closes #9039)

* fix: replace unused 'dirs' variable with '_' to resolve ruff F841 linting error

---------

Co-authored-by: Lincoln Stein <lincoln.stein@gmail.com>
Co-authored-by: Alexander Eichhorn <alex@eichhorn.dev>
2026-04-21 01:00:19 +00:00
Alexander Eichhorn
e521817aa4 Fix Z-Image LoRA detection for Kohya and ComfyUI formats (#9007)
Add support for Kohya-format Z-Image LoRAs (lora_unet__ prefix) by
adding key detection and conversion to dot-notation module paths.
Fix ComfyUI-format Z-Image LoRAs being misidentified as main models
by ensuring LoRA-specific suffixes (including .alpha) are checked
before Z-Image key matching in _has_z_image_keys().
2026-04-21 00:28:10 +00:00
Weblate (bot)
3e318614b6 translationBot(ui): update translation (Italian) (#9078)
Currently translated at 97.2% (2521 of 2592 strings)


Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/it/
Translation: InvokeAI/Web UI

Co-authored-by: Riccardo Giovanetti <riccardo.giovanetti@gmail.com>
2026-04-21 00:15:05 +00:00
skunkworxdark
b2d79dc86c feat:(model-manager) add sorting capabilities for models (#9024)
* feat(model-manager): add comprehensive sorting capabilities for models

dded the ability to sort models in the Model Manager by various attributes
including Name, Base, Type, Format, Size, Date Added, and Date Modified.
Supports both ascending and descending order.

- Backend: Added `order_by` and `direction` query parameters to the
  ``/api/v1/models`/` listing endpoint. Implemented case-insensitive
  sorting in the SQLite model records service.
- Frontend: Introduced `<ModelSortControl />` UI, updated Redux slices
  to manage sort state, removed client-side entity adapter sorting to
  respect server-side ordering, and added i18n localization keys.
- Tests: Added test coverage for SQL-based sorting on size and name.

* feat(model-manager): add comprehensive sorting capabilities for models

dded the ability to sort models in the Model Manager by various attributes
including Name, Base, Type, Format, Size, Date Added, and Date Modified.
Supports both ascending and descending order.

- Backend: Added `order_by` and `direction` query parameters to the
  ``/api/v1/models`/` listing endpoint. Implemented case-insensitive
  sorting in the SQLite model records service.
- Frontend: Introduced `<ModelSortControl />` UI, updated Redux slices
  to manage sort state, removed client-side entity adapter sorting to
  respect server-side ordering, and added i18n localization keys.
- Tests: Added test coverage for SQL-based sorting on size and name.

* ruff fix

* typegen fix

* typegen fix - this time without my custom nodes.

* another typegen fix

* refactor(ui): consolidate model filter and sort controls into a unified menu

-  Replaced separate `ModelSortControl` and `ModelTypeFilter` components with a single, unified "Filtering" dropdown menu.
- Organised filtering options into categorised submenus in the following order: Direction, Sort By, and Model Type.
- Enhanced submenu labels to display the currently active selection inline for quick reference.
- Improved visual alignment within menus by using hidden checkmarks on unselected items, ensuring consistent indentation across all options.
- Resolved styling and linting issues (unused variables, JSX bind warnings) within the new component.

* Lint fix

* Addresses PR feedback to use translation strings directly within `ORDER_BY_OPTIONS`.

Previously, sort keys and their translated labels were maintained in separate constructs (`ORDER_BY_OPTIONS` array and `ORDER_BY_LABELS` map). This refactor converts `ORDER_BY_OPTIONS` into an array of objects containing both the `key` and its corresponding `i18nKey`, creating a single source of truth.

This change:
- Simplifies the `SortBySubMenu` component by removing the redundant `ORDER_BY_LABELS` lookup map.
- Improves maintainability by ensuring developers only need to update one place when adding or modifying sort options.
- Reduces the risk of mismatched keys and labels.

---------

Co-authored-by: Jonathan <34005131+JPPhoto@users.noreply.github.com>
Co-authored-by: Alexander Eichhorn <alex@eichhorn.dev>
Co-authored-by: Lincoln Stein <lincoln.stein@gmail.com>
2026-04-20 20:08:09 -04:00
Alexander Eichhorn
80120d3312 Merge branch 'feature/sqlmodel-migration' of https://github.com/invoke-ai/InvokeAI into feature/sqlmodel-migration 2026-04-20 23:44:04 +02:00
Alexander Eichhorn
5d3e30eb67 Merge branch 'main' of https://github.com/invoke-ai/InvokeAI into feature/sqlmodel-migration 2026-04-20 23:43:35 +02:00
Alexander Eichhorn
0a428ffff4 Migrate session_queue to SQLModel (Phase 3)
Port SqliteSessionQueue to a SQLAlchemy Core / SQLModel hybrid that keeps the
existing public API and DB schema (migrations and triggers untouched). Hot
paths (enqueue bulk insert, dequeue, bulk cancel/delete, list with cursor
pagination, status aggregations) use Core to avoid ORM hydration overhead;
single-row reads stay ORM-style for clarity.

- Add SqlModelSessionQueue alongside the legacy SqliteSessionQueue
- Add the missing `workflow` column to SessionQueueTable (was added by
  migration_2 but never declared on the SQLModel)
- Wire dependencies.py to the new implementation
- Add 36 unit tests covering enqueue/dequeue, status mutations, bulk
  cancel/delete, prune-to-limit, retry, pagination and aggregations
- Avoid nested write sessions on the single StaticPool connection by reading
  the current item before opening the outer write session
2026-04-20 23:43:24 +02:00
Ufuk Sarp Selçok
d7d623e1d5 Fix: Preserve reference image panel state and selection on recall (#9010)
* Fix: Preserve reference image panel state and selection on recall

Made-with: Cursor

* chore: apply Prettier to refImagesSlice

Made-with: Cursor

* fix: refine ref image recall selection behavior

Simplify image-name fingerprint fallback, add an explicit guard for open-panel with null selection, and document the acceptable empty-config collision tradeoff.

Made-with: Cursor

---------

Co-authored-by: Alexander Eichhorn <alex@eichhorn.dev>
2026-04-20 21:18:25 +00:00
Lincoln Stein
c550ce31a9 fix(ui): FLUX.2 Klein VAE/Qwen3 readiness checks and diffusers source auto-detection (#9041)
* fix(ui): FLUX.2 Klein VAE/Qwen3 readiness checks and diffusers source auto-detection

Fix several issues with FLUX.2 Klein model handling:

1. Add readiness validation for non-diffusers Klein models so the invoke
   button is disabled when required VAE/Qwen3 submodels are missing.
2. Auto-detect installed diffusers flux2 models and pass them as
   qwen3_source_model in the graph builder, so GGUF/safetensors models
   can extract VAE and encoder from an available diffusers model.
3. Use variant-aware matching so Klein 9B models pick a 9B diffusers
   source (not 4B), preventing Qwen3 encoder dimension mismatches.
4. Change placeholder text from "From main model" to "From diffusers
   model" or "No diffusers model available" depending on availability.
5. Export readiness check functions and add comprehensive tests for both
   the graph builder and readiness logic.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>

* Chore Fix merge

* fix(ui): unify FLUX.2 Klein Qwen3 variant matching

Extract KLEIN_TO_QWEN3_VARIANT_MAP and isFlux2KleinQwen3Compatible into
features/parameters/util/flux2Klein so UI placeholder, readiness check, and
graph builder share one rule. Accepts klein_9b and klein_9b_base as mutual
Qwen3 sources (both use qwen3_8b) and guards against undefined === undefined
false positives.

Use zModelIdentifierField.parse for qwen3_source_model construction in
buildFLUXGraph, matching the pattern used for Z-Image.

---------

Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Co-authored-by: Alexander Eichhorn <alex@eichhorn.dev>
2026-04-20 20:58:07 +00:00
Alexander Eichhorn
4f7343b4e4 Merge branch 'main' of https://github.com/invoke-ai/InvokeAI into feature/sqlmodel-migration 2026-04-20 22:53:30 +02:00
Jonathan
0d7205ff79 Handle mixed-dtype mismatches in autocast linear and conv wrappers (#9006)
* Handle CustomConv2d bias dtype mismatches

* Fix mixed-dtype autocast regressions

* Format custom_conv2d with ruff
2026-04-20 20:31:35 +00:00
Valeri Che
eaa42bf63e Chore: Code cleanup (#8998)
Co-authored-by: Alexander Eichhorn <alex@eichhorn.dev>
2026-04-20 20:20:06 +00:00
Alexander Eichhorn
5867556769 feat(canvas): add per-layer lock transparency option (#8943)
Add a "Lock Transparency" toggle to raster layers that preserves the
alpha channel when painting. When enabled, brush strokes use
'source-atop' compositing to only paint on existing non-transparent
pixels, similar to Photoshop's "Lock Transparent Pixels" feature.

Co-authored-by: dunkeroni <dunkeroni@gmail.com>
2026-04-20 20:12:58 +00:00
Alexander Eichhorn
ab3494f60a perf(canvas): detach hidden layers from DOM, throttle onscreen checks, increase cache (#8939)
- setVisibility now uses layer.remove()/stage.add() to detach/reattach
  hidden canvas elements from the DOM, freeing browser compositing resources
- Wrap syncIsOnscreen and syncIntersectsBbox with rafThrottle to reduce
  redundant calculations during pan/zoom
- Increase canvasElementCacheSize 32→128 and imageDataCacheSize 32→64
- Add 3-Layer-Flattening design document for future architectural optimization

Co-authored-by: dunkeroni <dunkeroni@gmail.com>
2026-04-20 16:09:09 -04:00
CypherNaugh_0x
9deb545cc1 External models (Gemini Nano Banana & OpenAI GPT Image) (#8633) (#8884)
* feat: initial external model support

* feat: support reference images for external models

* fix: sorting lint error

* chore: hide Reidentify button for external models

* review: enable auto-install/remove fro external models

* feat: show external mode name during install

* review: model descriptions

* review: implemented review comments

* review: added optional seed control for external models

* chore: fix linter warning

* review: save api keys to a seperate file

* docs: updated external model docs

* chore: fix linter errors

* fix: sync configured external starter models on startup

* feat(ui): add provider-specific external generation nodes

* feat: expose external panel schemas in model configs

* feat(ui): drive external panels from panel schema

* docs: sync app config docstring order

* feat: add gemini 3.1 flash image preview starter model

* feat: update gemini image model limits

* fix: resolve TypeScript errors and move external provider config to api_keys.yaml

Add 'external', 'external_image_generator', and 'external_api' to Zod
enum schemas (zBaseModelType, zModelType, zModelFormat) to match the
generated OpenAPI types. Remove redundant union workarounds from
component prop types and Record definitions.

Fix type errors in ModelEdit (react-hook-form Control invariance),
parsing.tsx (model identifier narrowing), buildExternalGraph (edge
typing), and ModelSettings import/export buttons.

Move external_gemini_base_url and external_openai_base_url into
api_keys.yaml alongside the API keys so all external provider config
lives in one dedicated file, separate from invokeai.yaml.

* feat: add resolution presets and imageConfig support for Gemini 3 models

Add combined resolution preset selector for external models that maps
aspect ratio + image size to fixed dimensions. Gemini 3 Pro and 3.1 Flash
now send imageConfig (aspectRatio + imageSize) via generationConfig instead
of text-based aspect ratio hints used by Gemini 2.5 Flash.

Backend: ExternalResolutionPreset model, resolution_presets capability field,
image_size on ExternalGenerationRequest, and Gemini provider imageConfig logic.

Frontend: ExternalSettingsAccordion with combo resolution select, dimension
slider disabling for fixed-size models, and panel schema constraint wiring
for Steps/Guidance/Seed controls.

* Remove unused external model fields and add provider-specific parameters

- Remove negative_prompt, steps, guidance, reference_image_weights,
  reference_image_modes from external model nodes (unused by any provider)
- Remove supports_negative_prompt, supports_steps, supports_guidance
  from ExternalModelCapabilities
- Add provider_options dict to ExternalGenerationRequest for
  provider-specific parameters
- Add OpenAI-specific fields: quality, background, input_fidelity
- Add Gemini-specific fields: temperature, thinking_level
- Add new OpenAI starter models: GPT Image 1.5, GPT Image 1 Mini,
  DALL-E 3, DALL-E 2
- Fix OpenAI provider to use output_format (GPT Image) vs
  response_format (DALL-E) and send model ID in requests
- Add fixed aspect ratio sizes for OpenAI models (bucketing)
- Add ExternalProviderRateLimitError with retry logic for 429 responses
- Add provider-specific UI components in ExternalSettingsAccordion
- Simplify ParamSteps/ParamGuidance by removing dead external overrides
- Update all backend and frontend tests

* Chore Ruff check & format

* Chore typegen

* feat: full canvas workflow integration for external models

- Add missing aspect ratios (4:5, 5:4, 8:1, 4:1, 1:4, 1:8) to type
  system for external model support
- Sync canvas bbox when external model resolution preset is selected
- Use params preset dimensions in buildExternalGraph to prevent
  "unsupported aspect ratio" errors
- Lock all bbox controls (resize handles, aspect ratio select,
  width/height sliders, swap/optimal buttons) for external models
  with fixed dimension presets
- Disable denoise strength slider for external models (not applicable)
- Sync bbox aspect ratio changes back to paramsSlice for external models
- Initialize bbox dimensions when switching to an external model

* Chore typegen Linux seperator

* feat: full canvas workflow integration for external models
- Update buildExternalGraph test to include dimensions in mock params

* Merge remote-tracking branch 'upstream/main' into external-models

* Chore pnpm fix

* add missing parameter

* docs: add External Models guide with Gemini and OpenAI provider pages

* fix(external-models): address PR review feedback

- Gemini recall: write temperature, thinking_level, image_size to image metadata;
  wire external graph as metadata receiver; add recall handlers.
- Canvas: gate regional guidance, inpaint mask, and control layer for external models.
- Canvas: throw a clear error on outpainting for external models (was falling back to
  inpaint and hitting an API-side mask/image size mismatch).
- Workflow editor: add ui_model_provider_id filter so OpenAI and Gemini nodes only
  list their own provider's models.
- Workflow editor: silently drop seed when the selected model does not support it
  instead of raising a capability error.
- Remove the legacy external_image_generation invocation and the graph-builder
  fallback; providers must register a dedicated node.
- Regenerate schema.ts.
- remove Gemini debug dumps to outputs/external_debug

* fix(external-models): resolve TSC errors in metadata parsing and external graph

- Export imageSizeChanged from paramsSlice (required by the new ImageSize
  recall handler).
- Emit the external graph's metadata model entry via zModelIdentifierField
  since ExternalApiModelConfig is not part of the AnyModelConfig union.

* chore: prettier format ModelIdentifierFieldInputComponent

* fix: remove unsupported thinkingConfig from Gemini image models and restrict GPT Image models to txt2img

* chore typegen

* chore(docs): regenerate settings.json for external provider fields

* fix(external): fix mask handling and mode support for external providers

- Remove img2img and inpaint modes from Gemini models (Gemini has no
  bitmap mask or dedicated edit API; image editing works via reference
  images in the UI)
- Fix DALL-E 2 inpainting: convert grayscale mask to RGBA with alpha
  channel transparency (OpenAI expects transparent=edit area) and
  convert init image to RGBA when mask is present

* fix(external): update mode support and UI for external providers

- Remove DALL-E 2 from starter models (deprecated, shutdown May 12 2026)
- Enable img2img for GPT Image 1/1.5/1-mini (supports edits endpoint)
- Set Gemini models to txt2img only (no mask/edit API; editing via
  ref images)
- Hide mode/init_image/mask_image fields on Gemini node (not usable)
- Hide mask_image field on OpenAI node (no model supports inpaint)

* Chore typegen

* fix(external): improve OpenAI node UX and disable cache by default

- Hide OpenAI node's mode and init_image fields: OpenAI's API has no
  img2img/inpaint distinction (the edits endpoint is invoked
  automatically when reference images are provided). init_image is
  functionally identical to a reference image and was misleading users.
- Default use_cache to False for external image generation nodes:
  external API calls are non-deterministic and incur usage costs.
  Cache hits returned stale image references that did not produce new
  gallery entries on repeat invokes.

* fix(external): duplicate cached images on cache hit instead of skipping

External image generation nodes use the standard invocation cache, but
returning the cached output (with stale image_name references) on cache
hits resulted in no new gallery entries — the Invoke button would spin
indefinitely on repeat invokes with identical parameters.

Override invoke_internal so that on cache hit, the cached images are
loaded and re-saved as new gallery entries. The expensive API call is
still skipped (cost saving), but the user sees a new image as expected.

* Chore typegen + ruff

* CHore ruff format

* fix(external): restore OpenAI advanced settings on Remix recall

Remix recall iterates through ImageMetadataHandlers but only Gemini's
temperature handler was wired up — OpenAI's quality, background, and
input_fidelity were stored in image metadata but never parsed back into
the params slice. Add the three missing handlers so Remix restores
these settings as expected.

---------

Co-authored-by: Alexander Eichhorn <alex@eichhorn.dev>
Co-authored-by: Alexander Eichhorn <alex@code-with.us>
Co-authored-by: Lincoln Stein <lincoln.stein@gmail.com>
2026-04-20 17:13:26 +00:00
Josh Corbett
f621bc8fd2 fix(docs): anticipate more redirects and update more links (#9076)
Co-authored-by: joshistoast <me@joshcorbett.com>
2026-04-19 20:13:30 -04:00
Weblate (bot)
6d5a788f76 ui: translations update from weblate (#9075)
* translationBot(ui): update translation (Italian)

Currently translated at 98.0% (2205 of 2250 strings)

Co-authored-by: Riccardo Giovanetti <riccardo.giovanetti@gmail.com>
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/it/
Translation: InvokeAI/Web UI

* translationBot(ui): update translation files

Updated by "Remove blank strings" hook in Weblate.

Co-authored-by: Hosted Weblate <hosted@weblate.org>
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/
Translation: InvokeAI/Web UI

* translationBot(ui): update translation (Italian)

Currently translated at 97.8% (2210 of 2259 strings)

Translation: InvokeAI/Web UI
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/it/

* translationBot(ui): update translation (Italian)

Currently translated at 97.8% (2224 of 2272 strings)

Translation: InvokeAI/Web UI
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/it/

* translationBot(ui): update translation (Italian)

Currently translated at 98.1% (2252 of 2295 strings)

Translation: InvokeAI/Web UI
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/it/

* translationBot(ui): update translation (Italian)

Currently translated at 98.0% (2264 of 2309 strings)

Translation: InvokeAI/Web UI
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/it/

* translationBot(ui): update translation (Russian)

Currently translated at 60.7% (1419 of 2334 strings)

Translation: InvokeAI/Web UI
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/ru/

* translationBot(ui): update translation (Italian)

Currently translated at 98.1% (2290 of 2334 strings)

Translation: InvokeAI/Web UI
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/it/

* translationBot(ui): update translation (Italian)

Currently translated at 97.7% (2319 of 2372 strings)

Translation: InvokeAI/Web UI
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/it/

* translationBot(ui): update translation (Italian)

Currently translated at 97.7% (2327 of 2380 strings)

Translation: InvokeAI/Web UI
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/it/

* translationBot(ui): update translation (Italian)

Currently translated at 97.7% (2328 of 2382 strings)

Translation: InvokeAI/Web UI
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/it/

* translationBot(ui): update translation (Italian)

Currently translated at 97.5% (2370 of 2429 strings)

Translation: InvokeAI/Web UI
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/it/

* translationBot(ui): update translation (Finnish)

Currently translated at 1.5% (37 of 2429 strings)

Translation: InvokeAI/Web UI
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/fi/

* translationBot(ui): update translation (Italian)

Currently translated at 97.5% (2373 of 2433 strings)

Translation: InvokeAI/Web UI
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/it/

* translationBot(ui): update translation (Japanese)

Currently translated at 87.1% (2120 of 2433 strings)

Translation: InvokeAI/Web UI
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/ja/

* translationBot(ui): update translation (Italian)

Currently translated at 97.5% (2374 of 2433 strings)

Translation: InvokeAI/Web UI
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/it/

* translationBot(ui): update translation (Japanese)

Currently translated at 92.2% (2244 of 2433 strings)

Translation: InvokeAI/Web UI
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/ja/

* translationBot(ui): update translation (Italian)

Currently translated at 97.5% (2374 of 2433 strings)

Translation: InvokeAI/Web UI
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/it/

* translationBot(ui): update translation (Spanish)

Currently translated at 29.4% (720 of 2444 strings)

Translation: InvokeAI/Web UI
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/es/

* translationBot(ui): update translation (Italian)

Currently translated at 97.6% (2405 of 2464 strings)

Translation: InvokeAI/Web UI
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/it/

* translationBot(ui): update translation (Italian)

Currently translated at 97.2% (2471 of 2540 strings)

Translation: InvokeAI/Web UI
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/it/

* translationBot(ui): update translation (Italian)

Currently translated at 97.1% (2476 of 2548 strings)

Translation: InvokeAI/Web UI
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/it/

* translationBot(ui): update translation (Japanese)

Currently translated at 90.7% (2352 of 2592 strings)

Translation: InvokeAI/Web UI
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/ja/

* translationBot(ui): update translation (German)

Currently translated at 49.6% (1288 of 2592 strings)

Translation: InvokeAI/Web UI
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/de/

* translationBot(ui): update translation (Italian)

Currently translated at 97.1% (2519 of 2592 strings)

Translation: InvokeAI/Web UI
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/it/

---------

Co-authored-by: Riccardo Giovanetti <riccardo.giovanetti@gmail.com>
Co-authored-by: DustyShoe <warukeichi@gmail.com>
Co-authored-by: Ilmari Laakkonen <ilmarille@gmail.com>
Co-authored-by: 嶋田豪介 <shimada_gosuke@cyberagent.co.jp>
Co-authored-by: Lucas Prone <sac2087@gmail.com>
Co-authored-by: Gohsuke Shimada <ghoskay@gmail.com>
Co-authored-by: Alexander Eichhorn <pfannkuchensack@einfach-doof.de>
2026-04-19 21:58:11 +00:00
Josh Corbett
ec5f22b981 fix(docs): address bad links (#9074)
* fix(docs): add more yaml configuration docs

* feat(docs): add redirects for app links

* feat(docs): update readme links, add installation redirect

---------

Co-authored-by: joshistoast <me@joshcorbett.com>
2026-04-19 17:53:14 -04:00
Alexander Eichhorn
aeb6643879 Merge branch 'main' into feature/sqlmodel-migration 2026-04-19 04:26:29 +02:00
Alexander Eichhorn
1a06fe0d8d Add SQLModel ORM layer alongside raw SQLite for database portability
Introduces SQLModel (SQLAlchemy + Pydantic) as an ORM layer to enable
future database backend switching (PostgreSQL, MySQL). All services
except session_queue have been migrated to SQLModel-based implementations
while keeping the existing migration system and raw SQLite connection
intact for backwards compatibility.

Key changes:
- Add sqlmodel dependency
- Define SQLModel table models for all 14 database tables
- Extend SqliteDatabase with SQLAlchemy Engine and Session management
- Create SQLModel implementations for 10 services (boards, images,
  workflows, models, users, style presets, app settings, etc.)
- Session queue remains on raw SQLite (Phase 3)
- Add 95 unit tests and 12 performance benchmarks
- Optimize with StaticPool, expire_on_commit=False, and read-only sessions
2026-04-19 04:19:47 +02:00
kappacommit
0f8dce0329 fix anima model auto-selection (#9035)
Co-authored-by: Your Name <you@example.com>
Co-authored-by: Jonathan <34005131+JPPhoto@users.noreply.github.com>
Co-authored-by: Alexander Eichhorn <alex@eichhorn.dev>
2026-04-19 02:11:41 +00:00
Josh Corbett
5436cedc1d fix(docs): deploy targets (#9070) 2026-04-18 20:37:32 -04:00
Josh Corbett
8cdc8c87fe fix(docs): urls respect baseurl + better deployment scheduling (#9069)
* fix(docs): avoid relative link urls, fix homepage title

* fix(docs): better deployment run scheduling

* fix(docs): remove crowdin

---------

Co-authored-by: joshistoast <me@joshcorbett.com>
2026-04-18 19:51:55 -04:00
Josh Corbett
63a1fe5299 fix(docs): deployment paths mismatch (#9067)
also adds the favicon

Co-authored-by: joshistoast <me@joshcorbett.com>
Co-authored-by: Lincoln Stein <lincoln.stein@gmail.com>
2026-04-18 16:46:54 -04:00
Lincoln Stein
3c17a569ce Revert "Revert "New Documentation Fixes (#9061)" (#9065)" (#9066)
This reverts commit b513a3d3c6.
2026-04-18 16:45:32 -04:00
Lincoln Stein
b513a3d3c6 Revert "New Documentation Fixes (#9061)" (#9065)
This reverts commit 7eaf1d5bd0.
2026-04-17 17:32:23 -04:00
Josh Corbett
7eaf1d5bd0 New Documentation Fixes (#9061)
* fix(docs): swap `docs-new` to `docs`

also renames `docs` to `docs-old`, purely for preservation purposes.

* feat(docs): clarify compel syntax availability

---------

Co-authored-by: joshistoast <me@joshcorbett.com>
2026-04-17 08:10:10 -04:00
Josh Corbett
9643b1385f Docs Overhaul (#8896)
* feat(docs): new docs scaffold

* feat(docs): update alternate launchers section

* feat(docs): add contributor section

* fix(docs): update description of lynxhub launcher mention

* feat(docs): add more docs

* feat(docs): setup index page

* feat(docs): add more docs, rewrote a few pages

* feat(docs): add todo

* feat(docs): set up internationalization

* fix(docs): admonition typo

* feat(docs): add invoke styles

* feat(docs): add more invoke styling, revamp splash page, remove theme
switcher

* fix(docs): expressive code sh styles without title

* chore(docs): cleanup readme

* chore(docs): add new github pages workflow

* fix(docs): remove base path

* chore(docs): add initial translations CI, powered by Crowdin

* feat(docs): upgrade astro

* feat(docs): enhance new contributor guide

* feat(docs): various enhancements

- improve homepage;
- enhance some docs pages;
- override some layout components;
- enhance interactivity and qol styling;
- create new download page + component;
- add llms.txt;
- remove unused logo component;

* feat(docs): isolate new docs

* style(docs): use md reference links over utility links

* chore(docs): specify package manager

* feat(docs): releases page

* feat(docs): add page context menus

* feat(docs): sort workflows sidebar items

* fix(docs): relative links on homepage

* feat(docs): add text tool and recall params api guides

* feat(docs): fix faq links, create models concept page

* chore(docs): set CI to new dir, update deployment url

* feat(docs): generate settings and api json for pages

- update deploy script
- add api and settings component to render generated json
- increase page content width

* style(docs): remove relative path for component import

* fix(docs): resolve tests by regenerating json

* fix(docs): fixing the test for real this time

- sorts openapi output map required field
- missing `__name__` attributes
- resolved components name keyerror

* feat(docs): finish 'adding nodes' page

* feat(docs): upgrade astro + starlight, add link tester

* chore(docs): upgrade astro

* feat(docs): add prompting guides

* fix(docs): generated openapi

* fix(docs): ci node version

* fix(docs): invalid links

* fix(docs): md aside formatting

* feat(docs): reorder 'configuration' category

* feat(docs): change contributor checklist to steps list

* chore(docs): upgrade deps

* feat(docs): splash page image styling

* feat(docs): add gallery marquee to homepage

* feat(docs): add splash page marquee gallery

* feat(docs): remove openapi generation

* fix(docs): regenerate settings json

* fix(docs): json generation test

---------

Co-authored-by: joshistoast <me@joshcorbett.com>
Co-authored-by: Lincoln Stein <lincoln.stein@gmail.com>
2026-04-16 22:03:05 -04:00
Weblate (bot)
3fc981f4b6 ui: translations update from weblate (#9051)
* translationBot(ui): update translation (Italian)

Currently translated at 98.0% (2205 of 2250 strings)

Co-authored-by: Riccardo Giovanetti <riccardo.giovanetti@gmail.com>
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/it/
Translation: InvokeAI/Web UI
---------

Co-authored-by: Riccardo Giovanetti <riccardo.giovanetti@gmail.com>
Co-authored-by: DustyShoe <warukeichi@gmail.com>
Co-authored-by: Ilmari Laakkonen <ilmarille@gmail.com>
Co-authored-by: 嶋田豪介 <shimada_gosuke@cyberagent.co.jp>
Co-authored-by: Lucas Prone <sac2087@gmail.com>
2026-04-14 14:42:57 -04:00
Lincoln Stein
e252a5bb47 fix(multiuser): make preexisting workflows visible after migration (#9049) 2026-04-14 12:27:14 -04:00
kappacommit
ce896678d7 List Supported Models In Readme (#9038)
* List models in readme

* list API models

* Update README.md

---------

Co-authored-by: Your Name <you@example.com>
2026-04-14 15:47:18 +00:00
Weblate (bot)
37ff6c3743 ui: translations update from weblate (#9036)
* translationBot(ui): update translation (Italian)

Currently translated at 98.0% (2205 of 2250 strings)

Co-authored-by: Riccardo Giovanetti <riccardo.giovanetti@gmail.com>
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/it/
Translation: InvokeAI/Web UI

* translationBot(ui): update translation files

Updated by "Remove blank strings" hook in Weblate.

Co-authored-by: Hosted Weblate <hosted@weblate.org>
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/
Translation: InvokeAI/Web UI

* translationBot(ui): update translation (Italian)

Currently translated at 97.8% (2210 of 2259 strings)

Translation: InvokeAI/Web UI
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/it/

* translationBot(ui): update translation (Italian)

Currently translated at 97.8% (2224 of 2272 strings)

Translation: InvokeAI/Web UI
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/it/

* translationBot(ui): update translation (Italian)

Currently translated at 98.1% (2252 of 2295 strings)

Translation: InvokeAI/Web UI
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/it/

* translationBot(ui): update translation (Italian)

Currently translated at 98.0% (2264 of 2309 strings)

Translation: InvokeAI/Web UI
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/it/

* translationBot(ui): update translation (Russian)

Currently translated at 60.7% (1419 of 2334 strings)

Translation: InvokeAI/Web UI
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/ru/

* translationBot(ui): update translation (Italian)

Currently translated at 98.1% (2290 of 2334 strings)

Translation: InvokeAI/Web UI
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/it/

* translationBot(ui): update translation (Italian)

Currently translated at 97.7% (2319 of 2372 strings)

Translation: InvokeAI/Web UI
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/it/

* translationBot(ui): update translation (Italian)

Currently translated at 97.7% (2327 of 2380 strings)

Translation: InvokeAI/Web UI
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/it/

* translationBot(ui): update translation (Italian)

Currently translated at 97.7% (2328 of 2382 strings)

Translation: InvokeAI/Web UI
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/it/

* translationBot(ui): update translation (Italian)

Currently translated at 97.5% (2370 of 2429 strings)

Translation: InvokeAI/Web UI
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/it/

* translationBot(ui): update translation (Finnish)

Currently translated at 1.5% (37 of 2429 strings)

Translation: InvokeAI/Web UI
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/fi/

* translationBot(ui): update translation (Italian)

Currently translated at 97.5% (2373 of 2433 strings)

Translation: InvokeAI/Web UI
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/it/

* translationBot(ui): update translation (Japanese)

Currently translated at 87.1% (2120 of 2433 strings)

Translation: InvokeAI/Web UI
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/ja/

* translationBot(ui): update translation (Italian)

Currently translated at 97.5% (2374 of 2433 strings)

Translation: InvokeAI/Web UI
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/it/

* translationBot(ui): update translation (Japanese)

Currently translated at 92.2% (2244 of 2433 strings)

Translation: InvokeAI/Web UI
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/ja/

* translationBot(ui): update translation (Italian)

Currently translated at 97.5% (2374 of 2433 strings)

Translation: InvokeAI/Web UI
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/it/

* translationBot(ui): update translation (Spanish)

Currently translated at 29.4% (720 of 2444 strings)

Translation: InvokeAI/Web UI
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/es/

* translationBot(ui): update translation (Italian)

Currently translated at 97.6% (2405 of 2464 strings)

Translation: InvokeAI/Web UI
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/it/

* translationBot(ui): update translation (Italian)

Currently translated at 97.2% (2471 of 2540 strings)

Translation: InvokeAI/Web UI
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/it/

* translationBot(ui): update translation (Italian)

Currently translated at 97.1% (2476 of 2548 strings)

Translation: InvokeAI/Web UI
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/it/

---------

Co-authored-by: Riccardo Giovanetti <riccardo.giovanetti@gmail.com>
Co-authored-by: DustyShoe <warukeichi@gmail.com>
Co-authored-by: Ilmari Laakkonen <ilmarille@gmail.com>
Co-authored-by: 嶋田豪介 <shimada_gosuke@cyberagent.co.jp>
Co-authored-by: Lucas Prone <sac2087@gmail.com>
2026-04-14 11:40:15 -04:00
Valeri Che
1b50c1a79c Feat(UI): Replace prompt window resize handle with bottom edge drag handle. (#8975)
* feat(ui): replace prompt window resize handle with bottom-edge drag handle

* Fix: removed unused export

---------

Co-authored-by: Josh Corbett <joshwcorbett@icloud.com>
2026-04-14 01:10:35 +00:00
Alexander Eichhorn
acd4157bdf feat(ui): add canvas project save/load (.invk format) (#8917)
* feat(ui): add canvas project save/load (.invk format)

Add ZIP-based .invk file format to save and restore the entire canvas
state including all layers, masks, reference images, generation
parameters, LoRAs, and embedded image files. Images are deduplicated
on load - only missing images are re-uploaded from the project file.
- Always clear LoRAs on project load, even when project has none
- Fix jszip dependency ordering in package.json
- Add useAssertSingleton to SaveCanvasProjectDialog for consistency
- Add concurrency limit (max 5) for image fetch/upload requests
- Remove redundant deep-clone in remapCroppableImage (mutate in-place)
- Default project name to "Canvas Project" instead of empty string

* Chore pnpm fix
2026-04-14 01:01:57 +00:00
Alexander Eichhorn
06a1881bbd feat(ui): group nodes by category in add-node dialog (#8912)
* feat(ui): group nodes by category in add-node dialog

Add collapsible category grouping to the node picker command palette.
Categories are parsed from the backend schema and displayed as
expandable sections with caret icons. All categories auto-expand
when searching.

* feat(ui): add toggle for category grouping in add-node dialog and prioritize exact matches

Add a persistent "Group Nodes by Category" setting to workflow editor settings,
allowing users to switch between grouped and flat node list views. Also sort
exact title matches to the top when searching.

* fix: update test schema categories to match expected templates

* feat: add expand/collapse all buttons to node picker and fix node categories

Add "Expand All" and "Collapse All" link-buttons above the grouped
category list in the add-node dialog so users can quickly open or
close all categories at once. Buttons are hidden during search since
categories auto-expand while searching.

Fix two miscategorized nodes: Z-Image ControlNet was in "Control"
instead of "Controlnet", and Upscale (RealESRGAN) was in "Esrgan"
instead of "Upscale".

* refactor(nodes): clean up node category taxonomy

Reorganize all built-in invocation categories into a consistent set of
18 groups (model, prompt, conditioning, controlnet_preprocessors,
latents, image, mask, inpaint, tiles, upscale, segmentation, math,
strings, primitives, batch, metadata, multimodal, canvas).

- Move denoise/i2l/l2i nodes consistently into "latents"
- Move all mask creation/manipulation nodes into "mask"
- Split ControlNet preprocessors out of "controlnet" into their own group
- Fold "unet", "vllm", "string", "ip_adapter", "t2i_adapter" into larger
  groups
- Move metadata_linked denoise wrappers from "latents" to "metadata"
- Add missing category to ideal_size
- Introduce dedicated "canvas" group for canvas/output/panel nodes

Also adds the now-required `category` field to invocation template
fixtures in validateConnection.test.ts.

* Chore Ruff Format

---------

Co-authored-by: dunkeroni <dunkeroni@gmail.com>
2026-04-14 00:38:47 +00:00
Valeri Che
441821ca03 Feat(canvas): Add Lasso Tool with Freehand and Polygon modes (#8908)
* Feat(Canvas): Add Lasso tool with Freehand and Polygon modes

* Refine Lasso modes behavior and optimisation.

* Fix: Pettier

* added docs/features/Lasso_tool.md

* Fix: Removed restrictions mentioned in PR's conversation:
1. Disabled when there is no visible raster content
2. Lasso is blocked when all inpaint masks are globally hidden.

---------

Co-authored-by: dunkeroni <dunkeroni@gmail.com>
2026-04-14 00:22:34 +00:00
Valeri Che
9d62bfdf8e Feature: Add optional setting to prune queue on startup (#8861)
* Add more settings to invokeai.yaml for improved queue management.

* Adjusted description

* More logic tweaking

* chore(api): update generated schema types

* chore(api): update generated schema types

* Add: UI element for max_queue_history to 'Settings' modal.
Now it is possible to set Max queue history in both places: .yaml and UI.

* chore(api): regenerate schema types

* chore(api): normalize generated schema path defaults

---------

Co-authored-by: dunkeroni <dunkeroni@gmail.com>
2026-04-14 00:15:29 +00:00
Jonathan
dd056067a9 Added workflow connectors (#9027)
* Add persisted workflow connectors

* Polish workflow connector menu and visuals

* Refine connector sizing and alignment

* Fix connector deletion and unresolved constraints

* Format connector deletion tests

* Revert frontend test config tweaks

* Address workflow connector review feedback

* Format workflow flow menu memo
2026-04-13 20:03:59 -04:00
Lincoln Stein
33ec16deb4 Feature: Shared/private workflows and image boards in multiuser mode (#9018)
* feat: Per-user workflow libraries in multiuser mode (#114)

* Add per-user workflow isolation: migration 28, service updates, router ownership checks, is_public endpoint, schema regeneration, frontend UI

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* feat: add shared workflow checkbox to Details panel, auto-tag, gate edit/delete, fix tests

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

---------

Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Restrict model sync to admin users only (#118)

Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* feat: distinct splash screens for admin/non-admin users in multiuser mode (#116)

Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Disable Save when editing another user's shared workflow in multiuser mode (#120)

* Disable Save when editing another user's shared workflow in multiuser mode

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

---------

Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* chore(app): ruff

* Add board visibility (private/shared/public) feature with tests and UI

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Enforce read-only access for non-owners of shared/public boards in UI

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Fix remaining board access enforcement: invoke icon, drag-out, change-board filter, archive

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* fix: allow drag from shared boards to non-board targets (viewer, ref image, etc.)

Previously, images in shared boards owned by another user could not be
dragged at all — the draggable setup was completely skipped in
GalleryImage.tsx when canWriteImages was false. This blocked ALL drop
targets including the viewer, reference image pane, and canvas.

Now images are always draggable. The board-move restriction is enforced
in the dnd target isValid functions instead:
- addImageToBoardDndTarget: rejects moves from shared boards the user
  doesn't own (unless admin or board is public)
- removeImageFromBoardDndTarget: same check

Other drop targets (viewer, reference images, canvas, comparison, etc.)
remain fully functional for shared board images.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>

* fix(security): add auth requirement to all sensitive routes in multimodal mode

* chore(backend): ruff

* fix (backend): improve user isolation for session queue and recall parameters

 - Sanitize session queue information of all cross-user fields except for the timestamps and status.
 - Recall parameters are now user-scoped.
 - Queue status endpoints now report user-scoped activity rather than global activity
 - Tests added:

  TestSessionQueueSanitization (4 tests):
  1. test_owner_sees_all_fields - Owner sees complete queue item data
  2. test_admin_sees_all_fields - Admin sees complete queue item data
  3. test_non_owner_sees_only_status_timestamps_errors -
     Non-owner sees only item_id, queue_id, status, and timestamps; everything else is redacted
  4. test_sanitization_does_not_mutate_original - Sanitization doesn't modify the original object

  TestRecallParametersIsolation (2 tests):

  5. test_user1_write_does_not_leak_to_user2 - User1's recall params are not visible in user2's client state
  6. test_two_users_independent_state - Both users can write recall params independently without overwriting each other

fix(backend): queue status endpoints report user-scoped stats rather than global stats

* fix(workflow): do not filter default workflows in multiuser mode

  Problem: When categories=['user', 'default'] (or no category filter)
  and user_id was set for multiuser scoping, the SQL query became
     WHERE category IN ('user', 'default') AND user_id = ?,
     which  excluded default workflows (owned by "system").

  Fix: Changed user_id = ? to (user_id = ? OR category = 'default') in
  all 6 occurrences across workflow_records_sqlite.py — in get_many,
  counts_by_category, counts_by_tag, and get_all_tags. Default
  workflows are now always visible regardless of user scoping.

  Tests added (2):
  - test_default_workflows_visible_when_listing_user_and_default — categories=['user','default'] includes both
  - test_default_workflows_visible_when_no_category_filter — no filter still shows defaults

* fix(multiuser): scope queue/recall/intermediates endpoints to current user

Several read-only and event-emitting endpoints were leaking aggregate
cross-user activity in multiuser mode:

- recall_parameters_updated event was broadcast to every queue
  subscriber. Added user_id to the event and routed it to the owner +
  admin rooms only.
- get_queue_status, get_batch_status, counts_by_destination and
  get_intermediates_count now scope counts to the calling user
  (admins still see global state). Removed the now-redundant
  user_pending/user_in_progress fields and simplified QueueCountBadge.
- get_queue_status hides current item_id/session_id/batch_id when the
  current item belongs to another user.

Also fixes test_session_queue_sanitization assertions that lagged
behind the recently expanded redaction set.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>

* chore(backend): ruff

* fix(multiuser): reject anonymous websockets and scope queue item events

Close three cross-user leaks in the websocket layer:

- _handle_connect() now rejects connections without a valid JWT in
  multiuser mode (previously fell through to user_id="system"), so
  anonymous clients can no longer subscribe to queue rooms and observe
  other users' activity. In single-user mode it still accepts as system
  admin.
- _handle_sub_queue() no longer silently falls back to the system user
  for an unknown sid in multiuser mode; it refuses the subscription.
- QueueItemStatusChangedEvent and BatchEnqueuedEvent are now routed to
  user:{user_id} + admin rooms instead of the full queue room. Both
  events carry unsanitized user_id, batch_id, origin, destination,
  session_id, and error metadata and must not be broadcast.
- BatchEnqueuedEvent gains a user_id field; emit_batch_enqueued and
  enqueue_batch thread it through.

New TestWebSocketAuth suite covers connect accept/reject for both
modes, sub_queue refusal, and private routing of the queue item and
batch events (plus a QueueClearedEvent sanity check).

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>

* fix(multiuser): verify user record on websocket connect

A deleted or deactivated user with an unexpired JWT could still open a
websocket and subscribe to queue rooms. Now _handle_connect() checks the
backing user record (exists + is_active) in multiuser mode, mirroring
the REST auth path in auth_dependencies.py. Fails closed if the user
service is unavailable.

Tests: added deleted-user and inactive-user rejection tests; updated
valid-token test to create the user in the database first.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>

* fix(multiuser): close bulk download cross-user exfiltration path

Backend:
- POST /download now validates image read access (per-image) and board
  read access (per-board) before queuing the download.
- GET /download/{name} is intentionally unauthenticated because the
  browser triggers it via <a download> which cannot carry Authorization
  headers. Access control relies on POST-time checks, UUID filename
  unguessability, private socket event routing, and single-fetch deletion.
- Added _assert_board_read_access() helper to images router.
- Threaded user_id through bulk download handler, base class, event
  emission, and BulkDownloadEventBase so events carry the initiator.
- Bulk download service now tracks download ownership via _download_owners
  dict (cleaned up on delete).
- Socket bulk_download room subscription restricted to authenticated
  sockets in multiuser mode.
- Added error-catching in FastAPIEventService._dispatch_from_queue to
  prevent silent event dispatch failures.

Frontend:
- Fixed pre-existing race condition where the "Preparing Download" toast
  from the POST response overwrote the "Ready to Download" toast from the
  socket event (background task completes in ~17ms, so the socket event
  can arrive before Redux processes the HTTP response). Toast IDs are now
  distinct: "preparing:{name}" vs "{name}".
- bulk_download_complete/error handlers now dismiss the preparing toast.

Tests (8 new):
- Bulk download by image names rejected for non-owner (403)
- Bulk download by image names allowed for owner (202)
- Bulk download from private board rejected (403)
- Bulk download from shared board allowed (202)
- Admin can bulk download any images (202)
- Bulk download events carry user_id
- Bulk download event emitted to download room
- GET /download unauthenticated returns 404 for unknown files

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>

* fix(multiuser): enforce board visibility on image listing endpoints

GET /api/v1/images?board_id=... and GET /api/v1/images/names?board_id=...
passed board_id directly to the SQL layer without checking board
visibility. The SQL only applied user_id filtering for board_id="none"
(uncategorized images), so any authenticated user who knew a private
board ID could enumerate its images.

Both endpoints now call _assert_board_read_access() before querying,
returning 403 unless the caller is the board owner, an admin, or the
board is Shared/Public.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>

* chore(backend): ruff

* fix(multiuser): require image ownership when adding images to boards

add_image_to_board and add_images_to_board only checked write access to
the destination board, never verifying that the caller owned the source
image.  An attacker could add a victim's image to their own board, then
exploit the board-ownership fallback in _assert_image_owner to gain
delete/patch/star/unstar rights on the image.

Both endpoints now call _assert_image_direct_owner which requires direct
image ownership (image_records.user_id) or admin — board ownership is
intentionally not sufficient, preventing the escalation chain.

Also fixed a pre-existing bug where HTTPException from the inner loop in
add_images_to_board was caught by the outer except-Exception and returned
as 500 instead of propagating the correct status code.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>

* chore(backend): ruff

* fix(multiuser): validate image access in recall parameter resolution

The recall endpoint loaded image files and ran ControlNet preprocessors
on any image_name supplied in control_layers or ip_adapters without
checking that the caller could read the image.  An attacker who knew
another user's image UUID could extract dimensions and, for supported
preprocessors, mint a derived processed image they could then fetch.

Added _assert_recall_image_access() which validates read access for every
image referenced in the request before any resolution or processing
occurs.  Access is granted to the image owner, admins, or when the image
sits on a Shared/Public board.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>

* fix(multiuser): require admin auth on model install job endpoints

list_model_installs, get_model_install_job, pause, resume,
restart_failed, and restart_file were unauthenticated — any caller who
could reach the API could view sensitive install job fields (source,
local_path, error_traceback) and interfere with installation state.

All six endpoints now require AdminUserOrDefault, consistent with the
neighboring cancel and prune routes.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>

* fix(multiuser): close bulk download exfiltration and additional review findings

Bulk download capability token exfiltration:
- Socket events now route to user:{user_id} + admin rooms instead of the
  shared 'default' room (the earlier toast race that blocked this approach
  was fixed in a prior commit).
- GET /download/{name} re-requires CurrentUserOrDefault and enforces
  ownership via get_owner().
- Frontend download handler replaced <a download> (which cannot carry auth
  headers) with fetch() + Authorization header + programmatic blob download.

Additional fixes from reviewer tests:
- Public boards now grant write access in _assert_board_write_access and
  mutation rights in _assert_image_owner (BoardVisibility.Public).
- Uncategorized image listing (GET /boards/none/image_names) now filters
  to the caller's images only, preventing cross-user enumeration.
- board_images router uses board_image_records.get_board_for_image()
  instead of images.get_dto() to avoid dependency on image_files service.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>

* fix(multiuser): add user_id scoping to workflow SQL mutations

Defense-in-depth: the route layer already checks ownership before
calling update/delete/update_is_public/update_opened_at, but the SQL
statements did not include AND user_id = ?, so a bypass of the route
check would allow cross-user mutations.

All four methods now accept an optional user_id parameter.  When
provided, the SQL WHERE clause is scoped to that user.  The route layer
passes current_user.user_id for non-admin callers and None for admins.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>

* fix(multiuser): allow non-owner uploads to public boards

upload_image() blocked non-owner uploads even to public boards.  The
board write check now allows uploads when board_visibility is Public,
consistent with the public-board semantics in _assert_board_write_access
and _assert_image_owner.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>

---------

Co-authored-by: Copilot <198982749+Copilot@users.noreply.github.com>
Co-authored-by: lstein <111189+lstein@users.noreply.github.com>
Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Co-authored-by: Jonathan <34005131+JPPhoto@users.noreply.github.com>
2026-04-13 17:27:20 -04:00
Lincoln Stein
b42274a57e Feat[model support]: Qwen Image — full pipeline with edit, generate LoRA, GGUF, quantization, and UI (#9000) 2026-04-12 14:39:13 +02:00
Alexander Eichhorn
a3507121da feat: add configurable shift parameter for Z-Image (#9004)
* feat: add configurable shift parameter for Z-Image sigma schedule

Add a shift (mu) override to the Z-Image denoise invocation and expose
it in the UI. When left blank, shift is auto-calculated from image
dimensions (existing behavior). Users can override to fine-tune the
timestep schedule, with an inline X button to reset back to auto.

* refactor: switch Z-Image sigma schedule from exponential to linear time shift

Use shift directly as a linear multiplier instead of exp(mu), giving
more predictable and uniform control over the timestep schedule.
Auto-calculated values are converted via exp(mu) to preserve identical
default behavior.

* feat: recall Z-Image shift parameter from metadata

Write z_image_shift into graph metadata and add a ZImageShift recall
handler so the shift override can be restored from previously generated
images. Auto-mode (null) is omitted from metadata to avoid persisting a
stale value.

---------

Co-authored-by: Lincoln Stein <lincoln.stein@gmail.com>
2026-04-10 02:16:53 +00:00
Josh Corbett
3c9b282a90 Redesign Model Manager Installation Queue (#8910)
* feat(model manager): redesign queue

* feat(model manager queue): improve ui/ux

- standardized table row widths
- sticky table header
- reverse table data direction (new items on top)
- queue empty state
- ui and icon tweaks
- add progress tooltip
- add code comments for sanity

* fix(model manager queue): add missing imports

dammit zed editor

* fix(model manager queue): play/pause button condition

* feat(model manager queue): remove backend status badge

* fix(model manager queue): remove unused useStore import

* fix(model manager queue): prettier lint

* feat(model meneger queue): backend disconnected visual feedback

* fix(model manager queue): qol list item ui tweaks

* feat(model manager queue): reorganize bulk actions

* feat(model manager queue): tweak column widths

* feat(model manager queue): disable actions dropdown if items disabled

* feat(model manager queue): optimistic updated and code qulity

- Treated downloads_done as an active install phase for row UI and bulk cancel.
- Stopped stale error text from overriding the badge after resume/restart by only showing the error label when
  the displayed status is actually error.
- Added row-level action locking to block duplicate pause/resume/cancel/restart submissions.
- Added optimistic row status handling so the UI does not briefly fall back to stale error/restart state
  before RTK Query/socket updates arrive.
- Fixed local-path basename parsing for both the main row title and restart-required file rows.
- Added an accessible aria-label to the overflow menu button.

* style(model manager queue): fix prettier lint

* feat(model manager queue): keep prune action visible

* feat(model manager queue): prune button ui tweak

---------

Co-authored-by: joshistoast <me@joshcorbett.com>
Co-authored-by: Lincoln Stein <lincoln.stein@gmail.com>
2026-04-10 02:05:01 +00:00
Lincoln Stein
a2e4fbb9b5 fix: patch openapi-typescript enum generation to match OpenAPI schema (#9037)
openapi-typescript computes enum types from `const` usage in
discriminated unions rather than from the enum definition itself,
dropping values that only appear in some union members (e.g. "anima"
from BaseModelType). Add a post-processing step that patches generated
string enum types to match the actual OpenAPI schema definitions.

Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Co-authored-by: Alexander Eichhorn <alex@eichhorn.dev>
2026-04-10 01:59:49 +00:00
Alexander Eichhorn
06eff38354 fix(ui): replace all hardcoded frontend strings with i18n translation keys (#9013)
* fix(ui): replace all hardcoded frontend strings with i18n translation keys

Remove fallback/defaultValue strings from t() calls, replace hardcoded
English text in labels, tooltips, aria-labels, placeholders and JSX content
with proper t() calls, and add ~50 missing keys to en.json. Fix incorrect
i18n key paths in CanvasObjectImage.ts and a Zoom button aria-label bug
in CanvasToolbarScale.tsx.

* chore pnpm run fix

---------

Co-authored-by: Lincoln Stein <lincoln.stein@gmail.com>
2026-04-10 01:46:25 +00:00
Jonathan
d4104be0b8 graph.py refactoring and If node optimization (#9030)
* test: add if-node execution coverage

* feat: short-circuit if-node branch execution

* test: cover iterated if-node pruning

* style: apply ruff fixes for if-node work

* refactor: track prepared exec node metadata

* fix: defer iterated if branches until resolution

* refactor: extract prepared exec registry

* refactor: extract if branch scheduler

* refactor: extract execution materializer

* refactor: extract execution scheduler

* refactor: extract execution runtime

* refactor: clarify if branch resolution

* refactor: clarify execution materialization

* docs: describe graph execution helpers

* refactor: clarify execution runtime

* refactor: clarify execution scheduling

* refactor: clarify iteration node selection

* docs: describe execution materializer flow

* refactor: clarify collector validation

* refactor: clarify iterator validation

* refactor: clarify graph validation flow

* docs: update shared graph design overview

* chore: typegen

* fix: harden if-node scheduler edge cases
2026-04-09 21:38:40 -04:00
Jonathan
ee600973ed Broaden text encoder partial-load recovery (#9034) 2026-04-09 20:09:40 -04:00
Weblate (bot)
d4c0e631e2 ui: translations update from weblate (#9028)
* translationBot(ui): update translation (Italian)

Currently translated at 98.0% (2205 of 2250 strings)

Co-authored-by: Riccardo Giovanetti <riccardo.giovanetti@gmail.com>
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/it/
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* translationBot(ui): update translation files

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* translationBot(ui): update translation (Italian)

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* translationBot(ui): update translation (Russian)

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* translationBot(ui): update translation (Italian)

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* translationBot(ui): update translation (Italian)

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* translationBot(ui): update translation (Italian)

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---------

Co-authored-by: Riccardo Giovanetti <riccardo.giovanetti@gmail.com>
Co-authored-by: DustyShoe <warukeichi@gmail.com>
Co-authored-by: Ilmari Laakkonen <ilmarille@gmail.com>
Co-authored-by: 嶋田豪介 <shimada_gosuke@cyberagent.co.jp>
Co-authored-by: Lucas Prone <sac2087@gmail.com>
2026-04-09 22:17:09 +00:00
Lincoln Stein
5f35d0e432 feat(frontend): suppress tooltips on touch devices (#9001)
* feat(frontend): suppress tooltips on touch devices

* fix(frontend): change selector to role="tooltip" because .chakra-tooltip does not match

* chore(frontend): lint:prettier
2026-04-09 21:56:25 +00:00
4pointoh
f0d09c34a8 feat: add Anima model support (#8961)
* feat: add Anima model support

* schema

* image to image

* regional guidance

* loras

* last fixes

* tests

* fix attributions

* fix attributions

* refactor to use diffusers reference

* fix an additional lora type

* some adjustments to follow flux 2 paper implementation

* use t5 from model manager instead of downloading

* make lora identification more reliable

* fix: resolve lint errors in anima module

Remove unused variable, fix import ordering, inline dict() call,
and address minor lint issues across anima-related files.

* Chore Ruff format again

* fix regional guidance error

* fix(anima): validate unexpected keys after strict=False checkpoint loading

Capture the load_state_dict result and raise RuntimeError on unexpected
keys (indicating a corrupted or incompatible checkpoint), while logging
a warning for missing keys (expected for inv_freq buffers regenerated
at runtime).

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

* fix(anima): make model loader submodel fields required instead of Optional

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

* fix(anima): add Classification.Prototype to LoRA loaders, fix exception types

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

* fix(anima): fix replace-all in key conversion, warn on DoRA+LoKR, unify grouping functions

- Use key.replace(old, new, 1) in _convert_kohya_unet_key and _convert_kohya_te_key to avoid replacing multiple occurrences
- Upgrade DoRA+LoKR dora_scale strip from logger.debug to logger.warning since it represents data loss
- Replace _group_kohya_keys and _group_by_layer with a single _group_keys_by_layer function parameterized by extra_suffixes, with _KOHYA_KNOWN_SUFFIXES and _PEFT_EXTRA_SUFFIXES constants
- Add test_empty_state_dict_returns_empty_model to verify empty input produces a model with no layers

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

* fix(anima): add safety cap for Qwen3 sequence length to prevent OOM

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

* fix(anima): add denoising range validation, fix closure capture, add edge case tests

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

* fix(anima): add T5 to metadata, fix dead code, decouple scheduler type guard

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

* fix(anima): update VAE field description for required field

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

* chore: regenerate frontend types after upstream merge

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

* chore: ruff format anima_denoise.py

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

* fix(anima): add T5 encoder metadata recall handler

The T5 encoder was added to generation metadata but had no recall
handler, so it wasn't restored when recalling from metadata.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

* chore(frontend): add regression test for buildAnimaGraph

Add tests for CFG gating (negative conditioning omitted when cfgScale <= 1)
and basic graph structure (model loader, text encoder, denoise nodes).

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

* only show 0.6b for anima

* dont show 0.6b for other models

* schema

* Anima preview 3

* fix ci

---------

Co-authored-by: Your Name <you@example.com>
Co-authored-by: kappacommit <samwolfe40@gmail.com>
Co-authored-by: Alexander Eichhorn <alex@eichhorn.dev>
Co-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>
Co-authored-by: Lincoln Stein <lincoln.stein@gmail.com>
2026-04-09 12:04:11 -04:00
Alexander Eichhorn
60d0bcdbc1 Feature(UI): Canvas Workflow Integration - Run Workflow on Raster Layer (#8665)
* feat: Add canvas-workflow integration feature

This commit implements a new feature that allows users to run workflows
directly from the unified canvas. Users can now:

- Access a "Run Workflow" option from the canvas layer context menu
- Select a workflow with image parameters from a modal dialog
- Customize workflow parameters (non-image fields)
- Execute the workflow with the current canvas layer as input
- Have the result automatically added back to the canvas

Key changes:
- Added canvasWorkflowIntegrationSlice for state management
- Created CanvasWorkflowIntegrationModal and related UI components
- Added context menu item to raster layers
- Integrated workflow execution with canvas image extraction
- Added modal to global modal isolator

This integration enhances the canvas by allowing users to leverage
custom workflows for advanced image processing directly within the
canvas workspace.

Implements feature request for deeper workflow-canvas integration.

* refactor(ui): simplify canvas workflow integration field rendering

- Extract WorkflowFieldRenderer component for individual field rendering
- Add WorkflowFormPreview component to handle workflow parameter display
- Remove workflow compatibility filtering - allow all workflows
- Simplify workflow selector to use flattened workflow list
- Add comprehensive field type support (String, Integer, Float, Boolean, Enum, Scheduler, Board, Model, Image, Color)
- Implement image field selection UI with radio

* feat(ui): add canvas-workflow-integration logging namespace

* feat(ui): add workflow filtering for canvas-workflow integration

- Add useFilteredWorkflows hook to filter workflows with ImageField inputs
- Add workflowHasImageField utility to check for ImageField in Form Builder
- Only show workflows that have Form Builder with at least one ImageField
- Add loading state while filtering workflows
- Improve error messages to clarify Form Builder requirement
- Update modal description to mention Form Builder and parameter adjustment
- Add fallback error message for workflows without Form Builder

* feat(ui): add persistence and migration for canvas workflow integration state

- Add _version field (v1) to canvasWorkflowIntegrationState for future migrations
- Add persistConfig with migration function to handle version upgrades
- Add persistDenylist to exclude transient state (isOpen, isProcessing, sourceEntityIdentifier)
- Use es-toolkit isPlainObject and tsafe assert for type-safe migration
- Persist selectedWorkflowId and fieldValues across sessions

* pnpm fix imports

* fix(ui): handle workflow errors in canvas staging area and improve form UX

- Clear processing state when workflow execution fails at enqueue time
  or during invocation, so the modal doesn't get stuck
- Optimistically update listAllQueueItems cache on queue item status
  changes so the staging area immediately exits on failure
- Clear processing state on invocation_error for canvas workflow origin
- Auto-select the only unfilled ImageField in workflow form
- Fix image field overflow and thumbnail sizing in workflow form

* feat(ui): add canvas_output node and entry-based staging area

Add a dedicated `canvas_output` backend invocation node that explicitly
marks which images go to the canvas staging area, replacing the fragile
board-based heuristic. Each `canvas_output` node produces a separate
navigable entry in the staging area, allowing workflows with multiple
outputs to be individually previewed and accepted.

Key changes:
- New `CanvasOutputInvocation` backend node (canvas.py)
- Entry-based staging area model where each output image is a separate
  navigable entry with flat next/prev cycling across all items
- Frontend execute hook uses `canvas_output` type detection instead of
  board field heuristic, with proper board field value translation
- Workflow filtering requires both Form Builder and canvas_output node
- Updated QueueItemPreviewMini and StagingAreaItemsList for entries
- Tests for entry-based navigation, multi-output, and race conditions

* Chore pnp run fix

* Chore eslint fix

* Remove unused useOutputImageDTO export to fix knip lint

* Update invokeai/frontend/web/src/features/controlLayers/components/CanvasWorkflowIntegration/useCanvasWorkflowIntegrationExecute.tsx

Co-authored-by: dunkeroni <dunkeroni@gmail.com>

* move UI text to en.json

* fix conflicts merge with main

* generate schema

* Chore typegen

---------

Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: Lincoln Stein <lincoln.stein@gmail.com>
Co-authored-by: dunkeroni <dunkeroni@gmail.com>
2026-04-07 03:25:06 +00:00
Alexander Eichhorn
80be1b7282 fix: correct inaccurate download size estimates in starter models (#8968)
Verified model sizes against Hugging Face repositories and corrected
11 descriptions that had wrong or outdated download size estimates.

Key corrections:
- T5-XXL base encoder: ~8GB → ~9.5GB
- FLUX.2 VAE: ~335MB → ~168MB (was confused with FLUX.1 VAE)
- FLUX.1 Krea dev: ~33GB → ~29GB (uses quantized T5, not full)
- FLUX.2 Klein 4B/9B Diffusers: ~10GB/~20GB → ~16GB/~35GB
- SD3.5 Medium/Large: ~15GB/~19G → ~16GB/~28GB
- CogView4: ~29GB → ~31GB
- Z-Image Turbo: ~30.6GB → ~33GB
- FLUX.1 Kontext/Krea quantized: ~14GB → ~12GB
2026-04-07 03:09:29 +00:00
Alexander Eichhorn
dbbf28925b fix: detect FLUX.2 Klein 9B Base variant via filename heuristic (#9011)
Klein 9B Base (undistilled) and Klein 9B (distilled) have identical
architectures and cannot be distinguished from the state dict alone.
Use a filename heuristic ("base" in the name) to detect the Base
variant for checkpoint, GGUF, and diffusers format models.

Also fixes the incorrect guidance_embeds-based detection for diffusers
format, since both variants have guidance_embeds=False.
2026-04-07 02:31:33 +00:00
Alexander Eichhorn
f08b802968 feat: add support for OneTrainer BFL Flux LoRA format (#8984)
* feat: add support for OneTrainer BFL Flux LoRA format

Newer versions of OneTrainer export Flux LoRAs using BFL internal key
names (double_blocks, single_blocks, img_attn, etc.) with a
'transformer.' prefix and split QKV projections (qkv.0/1/2, linear1.0/1/2/3).
This format was not recognized by any existing detector.

Add detection and conversion for this format, merging split QKV and
linear1 layers into MergedLayerPatch instances for the fused BFL model.

* chore ruff
2026-04-07 02:04:48 +00:00
Alexander Eichhorn
ae42182246 fix: detect Z-Image LoRAs with transformer.layers prefix (#8986)
OneTrainer exports Z-Image LoRAs with 'transformer.layers.' key prefix
instead of 'diffusion_model.layers.'. Add this prefix (and the
PEFT-wrapped 'base_model.model.transformer.layers.' variant) to the
Z-Image LoRA probe so these models are correctly identified and loaded.
2026-04-07 01:52:06 +00:00
Weblate (bot)
32002bd37e ui: translations update from weblate (#8992)
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Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/fi/

* translationBot(ui): update translation (Italian)

Currently translated at 97.5% (2373 of 2433 strings)

Translation: InvokeAI/Web UI
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/it/

* translationBot(ui): update translation (Japanese)

Currently translated at 87.1% (2120 of 2433 strings)

Translation: InvokeAI/Web UI
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/ja/

* translationBot(ui): update translation (Italian)

Currently translated at 97.5% (2374 of 2433 strings)

Translation: InvokeAI/Web UI
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/it/

* translationBot(ui): update translation (Japanese)

Currently translated at 92.2% (2244 of 2433 strings)

Translation: InvokeAI/Web UI
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/ja/

* translationBot(ui): update translation (Italian)

Currently translated at 97.5% (2374 of 2433 strings)

Translation: InvokeAI/Web UI
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/it/

* translationBot(ui): update translation (Spanish)

Currently translated at 29.4% (720 of 2444 strings)

Translation: InvokeAI/Web UI
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/es/

---------

Co-authored-by: Riccardo Giovanetti <riccardo.giovanetti@gmail.com>
Co-authored-by: DustyShoe <warukeichi@gmail.com>
Co-authored-by: Ilmari Laakkonen <ilmarille@gmail.com>
Co-authored-by: 嶋田豪介 <shimada_gosuke@cyberagent.co.jp>
Co-authored-by: Lucas Prone <sac2087@gmail.com>
2026-04-05 23:54:25 -04:00
Jonathan
e6f2980d7c Added If node and ability to link an Any output to a node input if cardinality matches (#8869)
* Added If node

* Added stricter type checking on inputs

* feat(nodes): make if-node type checks cardinality-aware without loosening global AnyField

* chore: typegen
2026-04-06 03:26:26 +00:00
Lincoln Stein
01c67c5468 Fix (multiuser): Ask user to log back in when security token has expired (#9017)
* Initial plan

* Warn user when credentials have expired in multiuser mode

Agent-Logs-Url: https://github.com/lstein/InvokeAI/sessions/f0947cda-b15c-475d-b7f4-2d553bdf2cd6

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Address code review: avoid multiple localStorage reads in base query

Agent-Logs-Url: https://github.com/lstein/InvokeAI/sessions/f0947cda-b15c-475d-b7f4-2d553bdf2cd6

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* bugfix(multiuser): ask user to log back in when authentication token expires

* feat: sliding window session expiry with token refresh

Backend:
- SlidingWindowTokenMiddleware refreshes JWT on each mutating request
  (POST/PUT/PATCH/DELETE), returning a new token in X-Refreshed-Token
  response header. GET requests don't refresh (they're often background
  fetches that shouldn't reset the inactivity timer).
- CORS expose_headers updated to allow X-Refreshed-Token.

Frontend:
- dynamicBaseQuery picks up X-Refreshed-Token from responses and
  updates localStorage so subsequent requests use the fresh expiry.
- 401 handler only triggers sessionExpiredLogout when a token was
  actually sent (not for unauthenticated background requests).
- ProtectedRoute polls localStorage every 5s and listens for storage
  events to detect token removal (e.g. manual deletion, other tabs).

Result: session expires after TOKEN_EXPIRATION_NORMAL (1 day) of
inactivity, not a fixed time after login. Any user-initiated action
resets the clock.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>

* chore(backend): ruff

* fix: address review feedback on auth token handling

Bug fixes:
- ProtectedRoute: only treat 401 errors as session expiry, not
  transient 500/network errors that should not force logout
- Token refresh: use explicit remember_me claim in JWT instead of
  inferring from remaining lifetime, preventing silent downgrade of
  7-day tokens to 1-day when <24h remains
- TokenData: add remember_me field, set during login

Tests (6 new):
- Mutating requests (POST/PUT/DELETE) return X-Refreshed-Token
- GET requests do not return X-Refreshed-Token
- Unauthenticated requests do not return X-Refreshed-Token
- Remember-me token refreshes to 7-day duration even near expiry
- Normal token refreshes to 1-day duration
- remember_me claim preserved through refresh cycle

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>

* chore(backend): ruff

---------

Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: lstein <111189+lstein@users.noreply.github.com>
Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Co-authored-by: Jonathan <34005131+JPPhoto@users.noreply.github.com>
2026-04-05 23:11:44 -04:00
Jonathan
be015a5434 Run vitest during frontend build (#9022)
* Run vitest during frontend build

* Add frontend-test Make target
2026-04-05 19:18:24 -04:00
Valeri Che
82f3dc9032 Fix to retain layer opacity on mode switch. (#8879)
Co-authored-by: dunkeroni <dunkeroni@gmail.com>
2026-04-05 22:33:47 +00:00
Alexander Eichhorn
471ab9d9c0 feat: add Inpaint Mask as drag & drop target on canvas (#8942)
Closes #8843

Co-authored-by: dunkeroni <dunkeroni@gmail.com>
2026-04-05 21:59:44 +00:00
Jonathan
41a542552e Fix workflows info copy focus (#9015)
* Fix workflow copy hotkeys in info view

* Fix Makefile help target copy

* Fix workflow info view copy handling

* Fix workflow edge delete hotkeys
2026-04-05 18:32:35 +00:00
Jonathan
5596fa0cc8 Upgrade spandrel version (#8996)
* Upgrade spandrel to 0.4.2 in uv.lock

* Fixed typos
2026-04-05 14:28:15 -04:00
Valeri Che
05f4deb68c Feat(Canvas): Add button to hide preview stage thumbnails (#8963)
* Feat(Canvas): Add button to hide preview thumbnails in staging area.

* Code clean up. Added tests.

* Fix: Removed redundant Icon aliases
2026-04-04 23:58:45 +00:00
Alexander Eichhorn
474d85e5e0 feat: add bulk reidentify action for models (#8951) (#8952)
* feat: add bulk reidentify action for models (#8951)

Add a "Reidentify Models" bulk action to the model manager, allowing
users to re-probe multiple models at once instead of one by one.

- Backend: POST /api/v2/models/i/bulk_reidentify endpoint with partial
  failure handling (returns succeeded/failed lists)
- Frontend: bulk reidentify mutation, confirmation modal with warning
  about custom settings reset, toast notifications for all outcomes
- i18n: new translation keys for bulk reidentify UI strings

* fix typgen

* Fix bulk reidentify failing for models without trigger_phrases

The bulk reidentify endpoint was directly assigning trigger_phrases
without checking if the config type supports it, causing an
AttributeError for ControlNet models. Added the same hasattr guard
used by the individual reidentify endpoint. Also restored the
missing path preservation that the individual endpoint has.
2026-04-04 20:43:57 +00:00
Lincoln Stein
ed268b1cfc Feature (frontend): Add invisible watermark decoder node. (#8967)
* Initial plan

* Add invisible watermark decoding node and utility method

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* chore(frontend): typegen

---------

Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: lstein <111189+lstein@users.noreply.github.com>
2026-04-04 20:00:21 +00:00
Jonathan
6963cd97ba Fix SIGINT shutdown during active inference (#8993) 2026-03-28 18:35:18 -04:00
Lincoln Stein
ab6f186f8c chore: bump version to 6.12.0.post1 (#8990)
* (chore) bump version to 6.12.0.post1
2026-03-25 22:00:13 -04:00
Lincoln Stein
7f2878f691 Fix(frontend): Make ordering of multiple FLUX.2 reference images deterministic (#8989) 2026-03-24 09:52:50 -04:00
Weblate (bot)
d32f6b5a56 ui: translations update from weblate (#8985)
* translationBot(ui): update translation (Italian)

Currently translated at 98.0% (2205 of 2250 strings)

Co-authored-by: Riccardo Giovanetti <riccardo.giovanetti@gmail.com>
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/it/
Translation: InvokeAI/Web UI

* translationBot(ui): update translation files

Updated by "Remove blank strings" hook in Weblate.

Co-authored-by: Hosted Weblate <hosted@weblate.org>
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/
Translation: InvokeAI/Web UI

* translationBot(ui): update translation (Italian)

Currently translated at 97.8% (2210 of 2259 strings)

Translation: InvokeAI/Web UI
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/it/

* translationBot(ui): update translation (Italian)

Currently translated at 97.8% (2224 of 2272 strings)

Translation: InvokeAI/Web UI
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/it/

* translationBot(ui): update translation (Italian)

Currently translated at 98.1% (2252 of 2295 strings)

Translation: InvokeAI/Web UI
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/it/

* translationBot(ui): update translation (Italian)

Currently translated at 98.0% (2264 of 2309 strings)

Translation: InvokeAI/Web UI
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/it/

* translationBot(ui): update translation (Russian)

Currently translated at 60.7% (1419 of 2334 strings)

Translation: InvokeAI/Web UI
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/ru/

* translationBot(ui): update translation (Italian)

Currently translated at 98.1% (2290 of 2334 strings)

Translation: InvokeAI/Web UI
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/it/

* translationBot(ui): update translation (Italian)

Currently translated at 97.7% (2319 of 2372 strings)

Translation: InvokeAI/Web UI
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/it/

* translationBot(ui): update translation (Italian)

Currently translated at 97.7% (2327 of 2380 strings)

Translation: InvokeAI/Web UI
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/it/

* translationBot(ui): update translation (Italian)

Currently translated at 97.7% (2328 of 2382 strings)

Translation: InvokeAI/Web UI
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/it/

* translationBot(ui): update translation (Italian)

Currently translated at 97.5% (2370 of 2429 strings)

Translation: InvokeAI/Web UI
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/it/

* translationBot(ui): update translation (Finnish)

Currently translated at 1.5% (37 of 2429 strings)

Translation: InvokeAI/Web UI
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/fi/

* translationBot(ui): update translation (Italian)

Currently translated at 97.5% (2373 of 2433 strings)

Translation: InvokeAI/Web UI
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/it/

* translationBot(ui): update translation (Japanese)

Currently translated at 87.1% (2120 of 2433 strings)

Translation: InvokeAI/Web UI
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/ja/

* translationBot(ui): update translation (Italian)

Currently translated at 97.5% (2374 of 2433 strings)

Translation: InvokeAI/Web UI
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/it/

---------

Co-authored-by: Riccardo Giovanetti <riccardo.giovanetti@gmail.com>
Co-authored-by: DustyShoe <warukeichi@gmail.com>
Co-authored-by: Ilmari Laakkonen <ilmarille@gmail.com>
Co-authored-by: 嶋田豪介 <shimada_gosuke@cyberagent.co.jp>
2026-03-23 23:09:57 -04:00
Jonathan
f7aa5fcbbf Add chaining to Collect node (#8933)
* Add chained collect node

* test(frontend): align parseSchema fixtures with collect v1.1 and normalize undefined fields in assertions

* fix(nodes): block collect-to-collect links when inferred item types differ

---------

Co-authored-by: Lincoln Stein <lincoln.stein@gmail.com>
2026-03-24 01:39:52 +00:00
Lincoln Stein
438515bf9a Chore: Bump version to 6.12.0 (#8981)
* chore: bump version to 6.12.0

* chore: update What's New text
2026-03-23 20:20:01 -04:00
dunkeroni
17da6bb9c3 Fix(UI): Replace boolean submenu icon with PiIntersectSquareBold (#8962)
* change submenu icon to phosphor

* Use PiIntersectSquareBold
2026-03-15 11:14:35 -04:00
Weblate (bot)
b120ef5183 ui: translations update from weblate (#8956)
* translationBot(ui): update translation (Italian)

Currently translated at 98.0% (2205 of 2250 strings)

Co-authored-by: Riccardo Giovanetti <riccardo.giovanetti@gmail.com>
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/it/
Translation: InvokeAI/Web UI

* translationBot(ui): update translation files

Updated by "Remove blank strings" hook in Weblate.

Co-authored-by: Hosted Weblate <hosted@weblate.org>
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/
Translation: InvokeAI/Web UI

* translationBot(ui): update translation (Italian)

Currently translated at 97.8% (2210 of 2259 strings)

Translation: InvokeAI/Web UI
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/it/

* translationBot(ui): update translation (Italian)

Currently translated at 97.8% (2224 of 2272 strings)

Translation: InvokeAI/Web UI
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/it/

* translationBot(ui): update translation (Italian)

Currently translated at 98.1% (2252 of 2295 strings)

Translation: InvokeAI/Web UI
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/it/

* translationBot(ui): update translation (Italian)

Currently translated at 98.0% (2264 of 2309 strings)

Translation: InvokeAI/Web UI
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/it/

* translationBot(ui): update translation (Russian)

Currently translated at 60.7% (1419 of 2334 strings)

Translation: InvokeAI/Web UI
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/ru/

* translationBot(ui): update translation (Italian)

Currently translated at 98.1% (2290 of 2334 strings)

Translation: InvokeAI/Web UI
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/it/

* translationBot(ui): update translation (Italian)

Currently translated at 97.7% (2319 of 2372 strings)

Translation: InvokeAI/Web UI
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/it/

* translationBot(ui): update translation (Italian)

Currently translated at 97.7% (2327 of 2380 strings)

Translation: InvokeAI/Web UI
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/it/

* translationBot(ui): update translation (Italian)

Currently translated at 97.7% (2328 of 2382 strings)

Translation: InvokeAI/Web UI
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/it/

* translationBot(ui): update translation (Italian)

Currently translated at 97.5% (2370 of 2429 strings)

Translation: InvokeAI/Web UI
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/it/

* translationBot(ui): update translation (Finnish)

Currently translated at 1.5% (37 of 2429 strings)

Translation: InvokeAI/Web UI
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/fi/

* translationBot(ui): update translation (Italian)

Currently translated at 97.5% (2373 of 2433 strings)

Translation: InvokeAI/Web UI
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/it/

---------

Co-authored-by: Riccardo Giovanetti <riccardo.giovanetti@gmail.com>
Co-authored-by: DustyShoe <warukeichi@gmail.com>
Co-authored-by: Ilmari Laakkonen <ilmarille@gmail.com>
2026-03-15 11:01:09 -04:00
Jonathan
dc5007fe95 Fix/model cache Qwen/CogView4 cancel repair (#8959)
* Repair partially loaded Qwen models after cancel to avoid device mismatches

* ruff

* Repair CogView4 text encoder after canceled partial loads

* Avoid MPS CI crash in repair regression test

* Fix MPS device assertion in repair test
2026-03-15 10:04:15 -04:00
Alexander Eichhorn
bba207a856 fix(ui): IP adapter / control adapter model recall for reinstalled models (#8960)
* fix(ui): resolve models by name+base+type when recalling metadata for reinstalled models

When a model (IP Adapter, ControlNet, etc.) is deleted and reinstalled,
it gets a new UUID key. Previously, metadata recall would fail because
it only looked up models by their stored UUID key. Now the recall falls
back to searching by name+base+type, allowing reinstalled models with
the same name to be correctly resolved.

https://claude.ai/code/session_01XYubzMK363BXGTvfJJqFnX

* Add hash-based model recall fallback for reinstalled models

When a model is deleted and reinstalled, it gets a new UUID key but
retains the same BLAKE3 content hash. This adds hash as a middle
fallback stage in model resolution (key → hash → name+base+type),
making recall more robust.

Changes:
- Add /api/v2/models/get_by_hash backend endpoint (uses existing
  search_by_hash from model records store)
- Add getModelConfigByHash RTK Query endpoint in frontend
- Add hash fallback to both resolveModel and parseModelIdentifier

https://claude.ai/code/session_01XYubzMK363BXGTvfJJqFnX

* Chore pnpm fix

* Chore typegen

---------

Co-authored-by: Claude <noreply@anthropic.com>
2026-03-11 17:59:47 +00:00
Alexander Eichhorn
a7b367fda2 fix: only delete individual LoRA file instead of entire parent directory (#8954)
When deleting a file-based model (e.g. LoRA), the previous logic used
rmtree on the parent directory, which would delete all files in that
folder — even unrelated ones. Now only the specific model file is
removed, and the parent directory is cleaned up only if empty afterward.
2026-03-10 22:33:08 +00:00
Lincoln Stein
cd47b3baf7 Feature: Make strict password checking optional (#8957)
* feat: add strict_password_checking config option to relax password requirements

- Add `strict_password_checking: bool = Field(default=False)` to InvokeAIAppConfig
- Add `get_password_strength()` function to password_utils.py (returns weak/moderate/strong)
- Add `strict_password_checking` field to SetupStatusResponse API endpoint
- Update users_base.py and users_default.py to accept `strict_password_checking` param
- Update auth.py router to pass config.strict_password_checking to all user service calls
- Create shared frontend utility passwordUtils.ts for password strength validation
- Update AdministratorSetup, UserProfile, UserManagement components to:
  - Fetch strict_password_checking from setup status endpoint
  - Show colored strength indicators (red/yellow/blue) in non-strict mode
  - Allow any non-empty password in non-strict mode
  - Maintain strict validation behavior when strict_password_checking=True
- Update SetupStatusResponse type in auth.ts endpoint
- Add passwordStrength and passwordHelperRelaxed translation keys to en.json
- Add tests for new get_password_strength() function

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Changes before error encountered

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* chore(backend): docstrings

* chore(frontend): typegen

---------

Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: lstein <111189+lstein@users.noreply.github.com>
Co-authored-by: Jonathan <34005131+JPPhoto@users.noreply.github.com>
2026-03-10 18:22:47 -04:00
Weblate (bot)
c8ac303ad2 ui: translations update from weblate (#8947)
* translationBot(ui): update translation (Italian)

Currently translated at 98.0% (2205 of 2250 strings)

Co-authored-by: Riccardo Giovanetti <riccardo.giovanetti@gmail.com>
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/it/
Translation: InvokeAI/Web UI

* translationBot(ui): update translation files

Updated by "Remove blank strings" hook in Weblate.

Co-authored-by: Hosted Weblate <hosted@weblate.org>
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/
Translation: InvokeAI/Web UI

* translationBot(ui): update translation (Italian)

Currently translated at 97.8% (2210 of 2259 strings)

Translation: InvokeAI/Web UI
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/it/

* translationBot(ui): update translation (Italian)

Currently translated at 97.8% (2224 of 2272 strings)

Translation: InvokeAI/Web UI
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/it/

* translationBot(ui): update translation (Italian)

Currently translated at 98.1% (2252 of 2295 strings)

Translation: InvokeAI/Web UI
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/it/

* translationBot(ui): update translation (Italian)

Currently translated at 98.0% (2264 of 2309 strings)

Translation: InvokeAI/Web UI
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/it/

* translationBot(ui): update translation (Russian)

Currently translated at 60.7% (1419 of 2334 strings)

Translation: InvokeAI/Web UI
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/ru/

* translationBot(ui): update translation (Italian)

Currently translated at 98.1% (2290 of 2334 strings)

Translation: InvokeAI/Web UI
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/it/

* translationBot(ui): update translation (Italian)

Currently translated at 97.7% (2319 of 2372 strings)

Translation: InvokeAI/Web UI
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/it/

* translationBot(ui): update translation (Italian)

Currently translated at 97.7% (2327 of 2380 strings)

Translation: InvokeAI/Web UI
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/it/

* translationBot(ui): update translation (Italian)

Currently translated at 97.7% (2328 of 2382 strings)

Translation: InvokeAI/Web UI
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/it/

* translationBot(ui): update translation (Italian)

Currently translated at 97.5% (2370 of 2429 strings)

Translation: InvokeAI/Web UI
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/it/

---------

Co-authored-by: Riccardo Giovanetti <riccardo.giovanetti@gmail.com>
Co-authored-by: DustyShoe <warukeichi@gmail.com>
2026-03-09 16:16:39 -04:00
Sense_wang
f01cbd35a8 docs: Fix typo in contributing guide - remove extra 'the' (#8949)
Co-authored-by: Contributor <contributor@example.com>
2026-03-09 18:03:32 +00:00
Sense_wang
2179d93ce0 docs: Fix typo in README.md - 'easy' should be 'ease' (#8948)
Co-authored-by: Contributor <contributor@example.com>
2026-03-09 18:01:54 +00:00
Lincoln Stein
863fa50551 Doc: update multiuser mode documentation (#8953)
* docs(multiuser): update multiuser mode documentation

* Update docs/multiuser/user_guide.md

Co-authored-by: dunkeroni <dunkeroni@gmail.com>

* Update docs/multiuser/user_guide.md

Co-authored-by: dunkeroni <dunkeroni@gmail.com>

* Update docs/multiuser/user_guide.md

Co-authored-by: dunkeroni <dunkeroni@gmail.com>

* slight wording change

* add info about the host interface binding option

---------

Co-authored-by: dunkeroni <dunkeroni@gmail.com>
2026-03-09 17:56:56 +00:00
DustyShoe
e74d8ab2bb Fix(gallery): Re-add image browsing with arrow keys (#8874)
* fix(gallery): restore arrow-key browsing and extract shared prev/next navigation

* Added same behavior to Upscale mode and autofocus to gallery after using hotkeys Ctrl+Enter and Ctrl+Shift+Enter

* restore arrow navigation focus flow across viewer states

* fix(gallery): stabilize arrow-key browsing, remove viewer UI flicker, and optimize code

---------

Co-authored-by: Lincoln Stein <lincoln.stein@gmail.com>
2026-03-09 12:23:00 +00:00
Lincoln Stein
2d1dbceae5 Add user management UI for admin and regular users (#106) (#8937)
* Add user management UI for admin and regular users (#106)

* Add user management UI and backend API endpoints

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

Fix user management feedback: cancel/back navigation, system user filter, tooltip fix

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

Make Back button on User Management page more prominent

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* chore(frontend): typegen

---------

Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: lstein <111189+lstein@users.noreply.github.com>
Co-authored-by: Lincoln Stein <lincoln.stein@gmail.com>

* Add Confirm Password field to My Profile password change form (#110)

Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

---------

Co-authored-by: Copilot <198982749+Copilot@users.noreply.github.com>
Co-authored-by: lstein <111189+lstein@users.noreply.github.com>
Co-authored-by: Alexander Eichhorn <alex@eichhorn.dev>
2026-03-08 16:49:15 -04:00
Jonathan
62b7c7a6e8 Added SQL injection tests (#8873)
* Added SQL injection tests

* Updated tests after multi-user merge

* ruff:format

---------

Co-authored-by: Lincoln Stein <lincoln.stein@gmail.com>
2026-03-07 02:07:14 +00:00
Weblate (bot)
b8b6798167 ui: translations update from weblate (#8946)
* translationBot(ui): update translation (Italian)

Currently translated at 98.0% (2205 of 2250 strings)

Co-authored-by: Riccardo Giovanetti <riccardo.giovanetti@gmail.com>
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/it/
Translation: InvokeAI/Web UI

* translationBot(ui): update translation files

Updated by "Remove blank strings" hook in Weblate.

Co-authored-by: Hosted Weblate <hosted@weblate.org>
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/
Translation: InvokeAI/Web UI

* translationBot(ui): update translation (Italian)

Currently translated at 97.8% (2210 of 2259 strings)

Translation: InvokeAI/Web UI
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/it/

* translationBot(ui): update translation (Italian)

Currently translated at 97.8% (2224 of 2272 strings)

Translation: InvokeAI/Web UI
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/it/

* translationBot(ui): update translation (Italian)

Currently translated at 98.1% (2252 of 2295 strings)

Translation: InvokeAI/Web UI
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/it/

* translationBot(ui): update translation (Italian)

Currently translated at 98.0% (2264 of 2309 strings)

Translation: InvokeAI/Web UI
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/it/

* translationBot(ui): update translation (Russian)

Currently translated at 60.7% (1419 of 2334 strings)

Translation: InvokeAI/Web UI
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/ru/

* translationBot(ui): update translation (Italian)

Currently translated at 98.1% (2290 of 2334 strings)

Translation: InvokeAI/Web UI
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/it/

* translationBot(ui): update translation (Italian)

Currently translated at 97.7% (2319 of 2372 strings)

Translation: InvokeAI/Web UI
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/it/

* translationBot(ui): update translation (Italian)

Currently translated at 97.7% (2327 of 2380 strings)

Translation: InvokeAI/Web UI
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/it/

---------

Co-authored-by: Riccardo Giovanetti <riccardo.giovanetti@gmail.com>
Co-authored-by: DustyShoe <warukeichi@gmail.com>
2026-03-06 20:56:30 -05:00
Alexander Eichhorn
274d9b3a74 fix(model_manager): detect Flux 2 Klein LoRAs in Kohya format with transformer-only keys (#8938)
LoRAs trained with musubi-tuner (and potentially other trainers) that
only target transformer blocks (double_blocks/single_blocks) without
embedding layers (txt_in/vector_in/context_embedder) were incorrectly
classified as Flux 1. Add fallback detection using attention projection
hidden_size and MLP ratio from transformer block tensors

Co-authored-by: Lincoln Stein <lincoln.stein@gmail.com>
2026-03-07 01:52:25 +00:00
girlyoulookthebest
3d81edac61 perf(flux2): optimize cache locking in Klein encoder to fix #7513 (#8863)
* perf(flux2): optimize model loading order to prevent cache eviction (fixes #7513)

* Update flux2_klein_text_encoder.py

* Update flux2_klein_text_encoder.py version

---------

Co-authored-by: Alexander Eichhorn <alex@eichhorn.dev>
Co-authored-by: Lincoln Stein <lincoln.stein@gmail.com>
2026-03-07 01:43:12 +00:00
Alexander Eichhorn
df225d3751 Fix model reidentify losing path and failing on IP Adapters (#8941)
The reidentify endpoint overwrote the model's relative path with an
absolute path from the prober, and unconditionally accessed
trigger_phrases which doesn't exist on all config types (e.g. IP
Adapters), causing an AttributeError.

Co-authored-by: Lincoln Stein <lincoln.stein@gmail.com>
2026-03-07 01:24:02 +00:00
Josh Corbett
fcdcd7f46b Prompt Attention Fixes (#8860)
* fix(prompt): add more punctuations, fixes attention hotkeys removing them from prompt.

* fix(prompt): improve numeric weighting calculation

* feat(prompts): add numeric attention preference toggle to settings

* feat(prompts): use attention style preference, rewrite to accomodate prompt functions

* fix(prompts): account for weirdness with quotes

account for mismatching quotes, missing quotes and other quote entities

* fix(prompts): add tests, qol improvements, code cleanup

* fix(prompts): test lint

* fix(prompts): remove unused exports

* fix(prompts): separator whitespace serialization

---------

Co-authored-by: joshistoast <me@joshcorbett.com>
Co-authored-by: Lincoln Stein <lincoln.stein@gmail.com>
2026-03-07 01:13:30 +00:00
Lincoln Stein
94e04b1e1e Fix race condition in download queue when concurrent jobs share destination directory (#104) (#8931)
* Initial plan

* Fix race condition in _do_download when scanning for .downloading files



* chore(backend): update copyright

---------

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Co-authored-by: lstein <111189+lstein@users.noreply.github.com>
2026-03-06 03:35:44 +00:00
Lincoln Stein
67669b7fbe QoL: Persist selected board and most recent image across browser sessions (#8920)
* Persist selected board and auto-select most recent image across browser sessions (#92)

* Persist selectedBoardId across browser sessions

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* fix(frontend): make appStarted listener async so image auto-selection works on startup

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

---------

Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* chore(frontend): remove unwanted package-lock.json

---------

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Co-authored-by: lstein <111189+lstein@users.noreply.github.com>
2026-03-06 03:08:09 +00:00
Lincoln Stein
c7bdaf93b2 Fix: Shut down the server with one keyboard interrupt (#94) (#8936)
* Fix: Kill the server with one keyboard interrupt (#94)

* Initial plan

* Handle KeyboardInterrupt in run_app to allow single Ctrl+C shutdown

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Force os._exit(0) on KeyboardInterrupt to avoid hanging on background threads

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

---------

Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

Fix graceful shutdown to wait for download/install worker threads (#102)

* Initial plan

* Replace os._exit(0) with ApiDependencies.shutdown() on KeyboardInterrupt

Instead of immediately force-exiting the process on CTRL+C, call
ApiDependencies.shutdown() to gracefully stop the download and install
manager services, allowing active work to complete or cancel cleanly
before the process exits.

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Make stop() idempotent in download and model install services

When CTRL+C is pressed, uvicorn's graceful shutdown triggers the FastAPI
lifespan which calls ApiDependencies.shutdown(), then a KeyboardInterrupt
propagates from run_until_complete() hitting the except block which tries
to call ApiDependencies.shutdown() a second time.

Change both stop() methods to return silently (instead of raising) when
the service is not running. This handles:
- Double-shutdown: lifespan already stopped the services
- Early interrupt: services were never fully started

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

---------

Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

Fix shutdown hang on session processor thread lock (#108)

* Initial plan

* Fix shutdown hang: wake session processor thread on stop() and mark daemon

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

---------

Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Fix: shut down asyncio executor on KeyboardInterrupt to prevent post-generation hang (#112)

Fix: cancel pending asyncio tasks before loop.close() to suppress destroyed-task warnings
Fix: suppress stack trace when dispatching events after event loop is closed on shutdown
Fix: cancel in-progress generation on stop() to prevent core dump during mid-flight Ctrl+C

Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

---------

Co-authored-by: Copilot <198982749+Copilot@users.noreply.github.com>
Co-authored-by: lstein <111189+lstein@users.noreply.github.com>
2026-03-05 22:01:40 -05:00
Alexander Eichhorn
6b57b004a4 feat(MM):model settings export import (#8872)
* feat(model_manager): add export/import for model settings

Add the ability to export model settings (default_settings, trigger_phrases,
cpu_only) as JSON and import them back. The model name is used as the
filename for exports.

https://claude.ai/code/session_01LXKjbRjfzcG3d3vzk3xRCh

* fix(ui): reset settings forms after import so updated values display immediately

The useForm defaultValues only apply on mount, so importing model settings
updated the backend but the forms kept showing stale values. Added useEffect
to reset forms when the underlying model config changes. Also fixed lint
errors (strict equality, missing React import).

* fix(ui): harden model settings export/import

Prevent cross-model-type import errors by filtering imported fields
against the target model's supported fields, showing clear warnings
for incompatible or partially compatible settings instead of raw
pydantic validation errors. Also fix falsy checks for empty arrays
and objects in export, disable export button when nothing to export,
add client-side validation and FileReader error handling on import.

* Chore pnpm fix

---------

Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: Lincoln Stein <lincoln.stein@gmail.com>
2026-03-02 03:03:10 +00:00
DustyShoe
6fe7910a90 fix(model-install): persist remote access_token for resume after restart (#8932)
Co-authored-by: Lincoln Stein <lincoln.stein@gmail.com>
2026-03-02 02:44:21 +00:00
DustyShoe
445c6a3c36 Fix(MM): Fixed incorrect advertised model size for Z-Image Turbo (#8934) 2026-03-01 21:31:53 -05:00
Alexander Eichhorn
54c1609687 Filter non-transformer keys from Z-Image checkpoint state dicts (#8918)
Merged Z-Image checkpoints (e.g. models with LoRAs baked in) may bundle
text encoder weights (text_encoders.*) or other non-transformer keys
alongside the transformer weights. These cause load_state_dict() to fail
with strict=True. Instead of disabling strict mode, explicitly whitelist
valid ZImageTransformer2DModel key prefixes and discard everything else.

Also moves RAM allocation after filtering so it doesn't over-allocate
for discarded keys.

Co-authored-by: Jonathan <34005131+JPPhoto@users.noreply.github.com>
2026-02-28 16:22:29 +00:00
Alexander Eichhorn
ec46b5cb9e Fix: Replace deprecated huggingface_hub.get_token_permission() with whoami() (#8913)
`get_token_permission` is deprecated and will be removed in huggingface_hub 1.0.
Use `whoami()` to validate the token instead, as recommended by the deprecation warning.
2026-02-28 15:59:45 +00:00
Weblate (bot)
4fd5cd26a0 ui: translations update from weblate (#8924)
* translationBot(ui): update translation (Italian)

Currently translated at 98.0% (2205 of 2250 strings)

Co-authored-by: Riccardo Giovanetti <riccardo.giovanetti@gmail.com>
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/it/
Translation: InvokeAI/Web UI

* translationBot(ui): update translation files

Updated by "Remove blank strings" hook in Weblate.

Co-authored-by: Hosted Weblate <hosted@weblate.org>
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/
Translation: InvokeAI/Web UI

* translationBot(ui): update translation (Italian)

Currently translated at 97.8% (2210 of 2259 strings)

Translation: InvokeAI/Web UI
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/it/

* translationBot(ui): update translation (Italian)

Currently translated at 97.8% (2224 of 2272 strings)

Translation: InvokeAI/Web UI
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/it/

* translationBot(ui): update translation (Italian)

Currently translated at 98.1% (2252 of 2295 strings)

Translation: InvokeAI/Web UI
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/it/

* translationBot(ui): update translation (Italian)

Currently translated at 98.0% (2264 of 2309 strings)

Translation: InvokeAI/Web UI
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/it/

* translationBot(ui): update translation (Russian)

Currently translated at 60.7% (1419 of 2334 strings)

Translation: InvokeAI/Web UI
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/ru/

* translationBot(ui): update translation (Italian)

Currently translated at 98.1% (2290 of 2334 strings)

Translation: InvokeAI/Web UI
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/it/

* translationBot(ui): update translation (Italian)

Currently translated at 97.7% (2319 of 2372 strings)

Translation: InvokeAI/Web UI
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/it/

---------

Co-authored-by: Riccardo Giovanetti <riccardo.giovanetti@gmail.com>
Co-authored-by: DustyShoe <warukeichi@gmail.com>
2026-02-28 15:09:46 +00:00
DustyShoe
c83c4af1ea Fix(UI): Fixes broken "Cancel Current Item" button in left panel. (#8925) 2026-02-28 10:06:41 -05:00
Lincoln Stein
146b936844 feat(multiuser mode): Support multiple isolated users on same backend (#8822)
* Add comprehensive multi-user support specification and implementation plan

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Clarify Python tooling transition state

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Add executive summary for multi-user support specification

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Reorganize multiuser docs into subfolder and update with approved design decisions

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* docs: fix mkdocs syntax issues

* Fix Z-Image VAE operations not reserving working memory for OOM prevention (#8)

* Initial plan

* Fix Z-Image VAE encode/decode to request working memory

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Add test for Z-Image working memory estimation

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Fix unit test: only set config attribute for AutoencoderKL, not FluxAutoEncoder

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* style: fix ruff errors

* Fix test: use model_construct to bypass Pydantic validation for mock fields

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* chore(ruff): fix ruff errors

---------

Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: lstein <111189+lstein@users.noreply.github.com>
Co-authored-by: Lincoln Stein <lincoln.stein@gmail.com>

* Phase 1: Add multi-user database schema and authentication foundation (#6)

* Initial plan

* Add Phase 1: Database schema, authentication utilities, and user service

- Added dependencies: passlib[bcrypt], python-jose[cryptography], email-validator
- Created migration_25 for multi-user support database schema
  - users table with authentication fields
  - user_sessions, user_invitations, shared_boards tables
  - Added user_id columns to boards, images, workflows, session_queue, style_presets
  - Created system user for backward compatibility
- Implemented authentication utilities
  - Password hashing and validation (password_utils.py)
  - JWT token generation and verification (token_service.py)
- Implemented user service
  - Abstract base class (users_base.py)
  - SQLite implementation (users_default.py)
  - Full CRUD operations for users
  - Authentication and admin management
- Added comprehensive tests for all components
- All code passes ruff linting and mypy type checking

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Refactor user service to use transaction pattern and improve security documentation

- Changed all database operations to use self._db.transaction() context manager
- Follows the same pattern as other services like board_records
- Improves thread safety and transaction management
- Added detailed security warnings for the hardcoded JWT secret key
- Documented that it must be moved to config before production
- Fixed whitespace linting issues
- All tests still pass with the refactored code

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Fix system user email to use valid domain

- Changed system user email from system@invokeai.local to system@system.invokeai
- .local domains are rejected by email-validator as special-use/reserved
- All end-to-end tests now pass successfully

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Fix test failures: password length, migration chain, and table existence checks

- Fixed bcrypt 72-byte password limit by truncating long passwords in hash_password and verify_password
- Fixed test_migration_25 to use callback directly instead of migrator to avoid fragmented chain error
- Updated system user email assertion in test from @invokeai.local to @system.invokeai
- Added table existence checks for boards, images, workflows, and session_queue before altering them
- This prevents "no such table" errors when migration runs in environments without all tables

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* (chore) fix ruff errors

* (chore) fix ruff errors (2)

* Fix test failures: use _conn instead of conn and improve password truncation

- Fixed test_user_service.py to use db._conn instead of db.conn (SqliteDatabase uses private _conn)
- Simplified password truncation logic in password_utils.py for better clarity
- Ensured UTF-8 decoding handles truncated bytes properly with errors="ignore"

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* chore(uv): updated uv lockfile

* Fix bcrypt password length errors by configuring passlib properly

- Added bcrypt__relax_truncate_checks=True to CryptContext to prevent errors on long passwords
- Removed min_length=8 constraint from pydantic models to allow service-level validation
- Service-level validation provides better error messages and more control
- Manual truncation code kept as safety net for passwords >72 bytes

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Fix bcrypt parameter name: use truncate_error instead of relax_truncate_checks

- Changed bcrypt__relax_truncate_checks=True to bcrypt__truncate_error=False
- The correct passlib parameter is truncate_error (not relax_truncate_checks)
- Setting it to False allows passwords >72 bytes without raising an error

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* fix(passwords) downgrade bcrypt to work with current passlib

* chore(uv): update locks file

---------

Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: lstein <111189+lstein@users.noreply.github.com>
Co-authored-by: Lincoln Stein <lincoln.stein@gmail.com>

* Implement Phase 2: Authentication Service with JWT and FastAPI Integration (#11)

* Initial plan

* Add Phase 2 authentication service - auth dependencies, router, and service integration

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Address code review feedback - add token expiration constants and improve documentation

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Fix email validation to allow special-use domains like .local for testing

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Fix system user to not be admin - allows /auth/setup to work on fresh database

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* chore: typegen

---------

Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: lstein <111189+lstein@users.noreply.github.com>
Co-authored-by: Lincoln Stein <lincoln.stein@gmail.com>

* Add Phase 3 integration tests and documentation for authentication middleware (#15)

* Initial plan

* Add Phase 3 integration tests for auth router endpoints

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Add Phase 3 completion documentation and testing guide

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* chore: ruff

---------

Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: lstein <111189+lstein@users.noreply.github.com>
Co-authored-by: Lincoln Stein <lincoln.stein@gmail.com>

* chore: fix unresolved merged conflict markers

* Phase 4: Add multi-tenancy to boards and session queue services (#17)

* Initial plan

* Update boards service for multi-user support

- Add user_id parameter to board creation and filtering
- Update board_records base and SQLite implementation to filter by user
- Include shared boards and public boards in user queries
- Update boards router to require authentication
- Update invocation context to pass user_id from queue item
- Add user_id field to SessionQueueItem model

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Update session_queue service for multi-user support

- Add user_id parameter to enqueue_batch method
- Update ValueToInsertTuple to include user_id
- Update prepare_values_to_insert to accept and use user_id
- Update SQL INSERT statements to include user_id column
- Update session_queue router to require authentication
- Update retry_items_by_id to preserve user_id when retrying

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Add authentication imports to images, workflows, and style_presets routers

- Import CurrentUser dependency in all three routers
- Add CurrentUser parameter to upload_image endpoint
- Prepare for further authentication requirements in these services

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Add multiuser tests and Phase 4 documentation

- Create test_boards_multiuser.py with authentication tests
- Verify board operations require authentication
- Test board creation and listing with auth tokens
- Add comprehensive Phase 4 implementation summary
- Document all changes, data flows, and security considerations

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Add authentication to remaining board endpoints

- Add CurrentUser to get_board endpoint
- Add CurrentUser to update_board endpoint
- Add CurrentUser to delete_board endpoint
- Ensures all board operations require authentication
- Addresses code review feedback

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Feature(image boards): Implement per-user board isolation

- Complete verification report with all checks passed
- Document code quality, security, and testing results
- List all achievements and sign-off criteria
- Mark phase as READY FOR MERGE

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* chore: ruff

* chore: resolve conflicts in z_image_working_memory test

* chore: ruff

---------

Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: lstein <111189+lstein@users.noreply.github.com>
Co-authored-by: Lincoln Stein <lincoln.stein@gmail.com>

* feat: Implement Phase 5 of multiuser plan - Frontend authentication (#19)

* Phase 5: Implement frontend authentication infrastructure

- Created auth slice with Redux state management for authentication
- Created auth API endpoints (login, logout, setup, me)
- Created LoginPage component for user authentication
- Created AdministratorSetup component for initial admin setup
- Created ProtectedRoute wrapper for route authentication checking
- Updated API configuration to include Authorization headers
- Installed and configured react-router-dom for routing
- Updated App component with authentication routes
- All TypeScript checks passing

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* chore(style): prettier, typegen and add convenience targets to makefile

---------

Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: lstein <111189+lstein@users.noreply.github.com>
Co-authored-by: Lincoln Stein <lincoln.stein@gmail.com>

* feat: Implement Phase 6 frontend UI updates - UserMenu and admin restrictions

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

docs: Add comprehensive testing and verification documentation for Phase 6

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

docs: Add Phase 6 summary document

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* feat: Add user management script for testing multiuser features

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* feat: Implement read-only model manager access for non-admin users

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

feat: Add admin authorization to model management API endpoints

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

docs: Update specification and implementation plan for read-only model manager

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Phase 7: Comprehensive testing and security validation for multiuser authentication (#23)

* Initial plan

* Phase 7: Complete test suite with 88 comprehensive tests

- Add password utils tests (31 tests): hashing, verification, validation
- Add token service tests (20 tests): JWT creation, verification, security
- Add security tests (13 tests): SQL injection, XSS, auth bypass prevention
- Add data isolation tests (11 tests): multi-user data separation
- Add performance tests (13 tests): benchmarks and scalability
- Add comprehensive testing documentation
- Add phase 7 verification report

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* bugfix(backend): Fix issues with authentication token expiration handling

- Remove time.sleep from token uniqueness test (use different expiration instead)
- Increase token expiration test time from 1 microsecond to 10 milliseconds
- More reliable test timing to prevent flakiness

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

Add Phase 7 summary documentation

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

Fix test_performance.py missing logger fixture

Add missing logger fixture to test_performance.py that was causing test failures.
The fixture creates a Logger instance needed by the user_service fixture.

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

Add board isolation issue specification document

Document the three board isolation issues that need to be addressed:
1. Board list not updating when switching users
2. "Uncategorized" board shared among users
3. Admin cannot access all users' boards

Includes technical details, implementation plan, and acceptance criteria.
This document will be used to create a separate GitHub issue and PR.

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

Fix test failures in Phase 7 tests

- Fix board service API calls to use enum values (BoardRecordOrderBy, SQLiteDirection) instead of strings
- Fix board deletion test to use get_dto() instead of non-existent get() method
- Add exception handling to verify_password() for invalid hash formats
- Update SQL injection test to accept both 401 and 422 status codes (Pydantic validation)

All fixes ensure tests match actual API signatures and handle edge cases properly.

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

Fix token forgery test to properly decode and modify JWT payload

The test was attempting to modify the JWT payload by string replacement on the
base64-encoded data, which doesn't work since "false" doesn't appear literally
in the base64 encoding. Fixed to:
- Properly decode the base64 payload
- Parse the JSON
- Modify the is_admin field
- Re-encode the payload
- Create a forged token with the modified payload and original signature
- Verify it's rejected with 401 status

This properly tests that JWT signature verification prevents token forgery.

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

Fix test_verify_expired_token timing issue

Increased token expiration from 10ms to 100ms and wait time from 20ms to 200ms
to make the test more reliable. The previous timing was too tight and could
cause race conditions where the token hadn't actually expired yet when verified.

This ensures the test reliably validates that expired tokens are properly rejected.

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

Fix token verification to properly validate signatures and expiration

The verify_token() function was not explicitly enabling JWT verification options,
causing it to accept expired tokens and tokens with modified signatures/payloads.

Fixed by explicitly setting verification options:
- verify_signature: True (reject modified tokens)
- verify_exp: True (reject expired tokens)
- verify_nbf: True (verify "not before" claim)
- verify_iat: True (verify "issued at" claim)
- verify_aud: False (we don't use audience claims)

Also added catch-all exception handler for other validation errors.

This ensures all token security tests pass properly.

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

Revert to default python-jose verification behavior

Removed explicit options parameter from jwt.decode() call since python-jose
verifies signatures and expiration by default. The explicit options may have
been causing issues or conflicts with the library's default behavior.

Added comments clarifying that python-jose defaults are secure and handle
verification properly. Need user to test and provide debugging output if
issues persist.

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

Fix JWT expiration verification for python-jose 3.5.0

python-jose 3.5.0 has a bug where expiration verification doesn't work properly
by default. The jwt.decode() function is not rejecting expired tokens even when
they should be rejected.

Workaround implemented:
1. First, get unverified claims to extract the 'exp' timestamp
2. Manually check if current time >= exp time (token is expired)
3. Return None immediately if expired
4. Then verify signature with jwt.decode() for tokens that aren't expired

This ensures:
- Expired tokens are properly rejected
- Signature verification still happens for non-expired tokens
- Modified tokens are rejected due to signature mismatch

All three failing tests should now pass:
- test_verify_expired_token
- test_verify_token_with_modified_payload
- test_token_signature_verification

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Fix race condition in token verification - verify signature before expiration

Changed the order of verification in verify_token():
1. First verify signature with jwt.decode() - rejects modified/forged tokens
2. Then manually check expiration timestamp

Previous implementation checked expiration first using get_unverified_claims(),
which could cause a race condition where:
- Token with valid payload but INVALID signature would pass expiration check
- If expiration check happened to return None due to timing, signature was never verified
- Modified tokens could be accepted intermittently

New implementation ensures signature is ALWAYS verified first, preventing any
modified tokens from being accepted, while still working around the python-jose
3.5.0 expiration bug by manually checking expiration after signature verification.

This eliminates the non-deterministic test failures in test_verify_token_with_modified_payload.

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* chore(app): ruff

---------

Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: lstein <111189+lstein@users.noreply.github.com>
Co-authored-by: Lincoln Stein <lincoln.stein@gmail.com>

* Backend: Add admin board filtering and uncategorized board isolation

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Fix intermittent token service test failures caused by Base64 padding (#32)

* Initial plan

* Fix intermittent token service test failures due to Base64 padding

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Address code review: add constants for magic numbers in tests

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* chore(tests): ruff

---------

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Co-authored-by: lstein <111189+lstein@users.noreply.github.com>
Co-authored-by: Lincoln Stein <lincoln.stein@gmail.com>

* Implement user isolation for session queue and socket events (WIP - debugging queue visibility) (#30)

* Add user isolation for queue events and field values filtering

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Add user column to queue list UI

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Add field values privacy indicator and implementation documentation

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Allow all users to see queue item status events while keeping invocation events private

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* chore(backend): ruff

---------

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Co-authored-by: lstein <111189+lstein@users.noreply.github.com>
Co-authored-by: Lincoln Stein <lincoln.stein@gmail.com>

* Fix Queue tab not updating for other users in real-time (#34)

* Initial plan

* Add SessionQueueItemIdList invalidation to queue socket events

This ensures the queue item list updates in real-time for all users when
queue events occur (status changes, batch enqueued, queue cleared).

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Add SessionQueueItemIdList invalidation to queue_items_retried event

Ensures queue list updates when items are retried.

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Improve queue_items_retried event and mutation invalidation

- Add individual item invalidation to queue_items_retried event handler
- Add SessionQueueStatus and BatchStatus tags to retryItemsById mutation
- Ensure consistency between event handler and mutation invalidation patterns

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Add privacy check for batch field values in Queue tab

Displays "Hidden for privacy" message for non-admin users viewing
queue items they don't own, instead of showing the actual field values.

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* i18n(frontend): change wording of queue values suppressed message

* Add SessionQueueItemIdList cache invalidation to queue events

Ensures real-time queue updates for all users by invalidating the
SessionQueueItemIdList cache tag when queue events occur.

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

---------

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Co-authored-by: lstein <111189+lstein@users.noreply.github.com>
Co-authored-by: Lincoln Stein <lincoln.stein@gmail.com>

* Fix multiuser information leakage in Queue panel detail view (#38)

* Initial plan

* Implement multiuser queue information leakage fix

- Backend: Update sanitize_queue_item_for_user to clear session graph and workflow
- Frontend: Add permission check to disable detail view for unauthorized users
- Add test for sanitization logic
- Add translation key for permission denied message

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Fix prettier formatting for QueueItemComponent

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Address code review feedback

- Move Graph and GraphExecutionState imports to top of file
- Remove dependency on test_nodes in sanitization test
- Create minimal test invocation directly in test file

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Address additional code review feedback

- Create shallow copy to avoid mutating original queue_item
- Extract 'system' user_id to constant (SYSTEM_USER_ID)
- Add constant to both backend and frontend for consistency

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Fix pydantic validation error in test fixture

Add required timestamp fields (created_at, updated_at, started_at, completed_at) to SessionQueueItem in test fixture

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

---------

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Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* fix(queue): Enforce user permissions for queue operations in multiuser mode (#36)

* Initial plan

* Add backend authorization checks for queue operations

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Fix linting issues in authorization changes

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Add frontend authorization checks for queue operations

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Add access denied messages for cancel and clear operations

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Fix access denied messages for all cancel/delete operations

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Fix merge conflict duplicates in QueueItemComponent

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* chore(frontend): typegen

---------

Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: lstein <111189+lstein@users.noreply.github.com>
Co-authored-by: Lincoln Stein <lincoln.stein@gmail.com>

* fix(multiuser): Isolate client state per user to prevent data leakage (#40)

* Implement per-user client state storage to fix multiuser leakage

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Fix: Make authentication optional for client_state endpoints to support single-user mode

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Clear params state on logout/login to prevent user data leakage

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

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Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* feat(queue): show user/total pending jobs in multiuser mode badge (#43)

* Initial plan

* Add multiuser queue badge support - show X/Y format in multiuser mode

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Format openapi.json with Prettier

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Address code review feedback - optimize DB queries and improve code clarity

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* translationBot(ui): update translation files (#8767)

Updated by "Cleanup translation files" hook in Weblate.


Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/
Translation: InvokeAI/Web UI

* Limit automated issue closure to bug issues only (#8776)

* Initial plan

* Add only-labels parameter to limit automated issue closure to bugs only

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

---------

Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* fix(multiuser): Isolate client state per user to prevent data leakage (#40)

* Implement per-user client state storage to fix multiuser leakage

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Fix: Make authentication optional for client_state endpoints to support single-user mode

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Clear params state on logout/login to prevent user data leakage

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

---------

Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Initial plan

* chore(backend) ruff & typegen

* Fix real-time badge updates by invalidating SessionQueueStatus on queue events

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

---------

Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: lstein <111189+lstein@users.noreply.github.com>
Co-authored-by: Weblate (bot) <hosted@weblate.org>
Co-authored-by: Lincoln Stein <lincoln.stein@gmail.com>

* Convert session queue isolation logs from info to debug level

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Add JWT secret storage in database and app_settings service

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Add multiuser configuration option with default false

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Update token service tests to initialize JWT secret

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Fix app_settings_service to use proper database transaction pattern

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* chore(backend): typegen and ruff

* chore(docs): update docstrings

* Fix frontend to bypass authentication in single-user mode

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Fix auth tests to enable multiuser mode

Auth tests were failing because the login and setup endpoints now return 403 when multiuser mode is disabled (the default). Updated test fixtures to enable multiuser mode for all auth-related tests.

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Fix model manager UI visibility in single-user mode

Model manager UI for adding, deleting and modifying models is now:
- Visible in single-user mode (multiuser: false, the default)
- Hidden in multiuser mode for non-admin users
- Visible in multiuser mode for admin users

Created useIsModelManagerEnabled hook that checks multiuser_enabled status
and returns true when multiuser is disabled OR when user is admin.

Updated all model manager components to use this hook instead of direct
is_admin checks.

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* chore(backend): ruff

* chore(frontend): typegen

* Fix TypeScript lint errors

- Added multiuser_enabled field to SetupStatusResponse type in auth.ts
- Removed unused user variable reference in MainModelDefaultSettings.tsx

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Fix test_data_isolation to enable multiuser mode

Added fixture to enable multiuser mode for data isolation tests, similar to other auth tests.

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Redirect login and setup pages to app in single-user mode

When multiuser mode is disabled, the LoginPage and AdministratorSetup components now redirect to /app instead of showing the login/setup forms. This prevents users from being stuck on the login page after browser refresh in single-user mode.

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Fix test_auth.py to initialize JWT secret

Added setup_jwt_secret fixture to test_auth.py to initialize the JWT secret before running auth tests. This fixture was missing, causing token creation/verification to fail in auth router tests.

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Prevent login form flash in single-user mode

Show loading spinner instead of login/setup forms when multiuser mode is disabled or when redirecting is about to happen. This prevents the unattractive flash of the login dialog when refreshing the page in single-user mode.

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Fix board and queue operations in single-user mode

Changed boards, session_queue, and images routers to use CurrentUserOrDefault instead of CurrentUser. This allows these endpoints to work without authentication when multiuser mode is disabled (default), fixing the issue where users couldn't create boards or add jobs to the queue in single-user mode.

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Add user management utilities and rename add_user.py

Created three user management scripts in the scripts/ directory:
- useradd.py (renamed from add_user.py) - add users with admin privileges
- userdel.py - delete users by email address with confirmation
- usermod.py - modify user details (name, password, admin status)

All scripts support both CLI and interactive modes for flexibility.

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Fix ESLint errors in frontend code

- Fixed brace-style issue in App.tsx (else-if on same line)
- Removed unused useAppSelector imports from model manager components
- Fixed import sorting in ControlAdapterModelDefaultSettings.tsx

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Add userlist.py script for viewing database users

Created scripts/userlist.py to display all users in the database. Supports:
- Table format (default): Shows ID, email, display name, admin status, and active status
- JSON format (--json flag): Outputs user data as JSON for scripting/automation

Example usage:
  python scripts/userlist.py          # Table view
  python scripts/userlist.py --json   # JSON output

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Fix test_boards_multiuser.py test failures

Fixed test failures caused by ApiDependencies.invoker not being set properly:
- Added setup_jwt_secret fixture to initialize JWT secret for token generation
- Added enable_multiuser_for_tests fixture that sets ApiDependencies.invoker as a class attribute
- Updated tests to use enable_multiuser_for_tests fixture to ensure ApiDependencies is properly configured
- Removed MockApiDependencies class approach in favor of directly setting the class attribute

This fixes the AttributeError and ensures all tests have the proper setup.

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* chore(backend): ruff

* Fix userlist.py SqliteDatabase initialization

Fixed AttributeError in userlist.py where SqliteDatabase was being passed the config object instead of config.db_path. The constructor expects a Path object (db_path) as the first argument, not the entire config object.

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Fix test_boards_multiuser.py by adding app_settings service to mock

Added AppSettingsService initialization to the mock_services fixture in tests/conftest.py. The test was failing because setup_jwt_secret fixture expected mock_invoker.services.app_settings to exist, but it wasn't being initialized in the mock services.

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* bugfix(scripts): fix crash in userlist.py script

* Fix test_boards_multiuser.py JWT secret initialization

Fixed setup_jwt_secret fixture to call set_jwt_secret() directly instead of trying to access non-existent app_settings service. Removed incorrect app_settings parameter from InvocationServices initialization in tests/conftest.py since app_settings is not an attribute of InvocationServices.

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Fix CurrentUserOrDefault to require auth in multiuser mode

Changed get_current_user_or_default to raise HTTP 401 when multiuser mode is enabled and credentials are missing, invalid, or the user is inactive. This ensures that board/queue/image operations require authentication in multiuser mode while still working without authentication in single-user mode (default).

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* chore(front & backend): ruff and lint

* Add AdminUserOrDefault and fix model settings in single-user mode

Created AdminUserOrDefault dependency that allows admin operations to work without authentication in single-user mode while requiring admin privileges in multiuser mode. Updated model_manager router to use AdminUserOrDefault for update_model_record, update_model_image, and reidentify_model endpoints. This fixes the "Missing authentication credentials" error when saving model default settings in single-user mode.

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Fix model manager operations in single-user mode

Changed all model manager endpoints from AdminUser to AdminUserOrDefault to allow model installation, deletion, conversion, and cache management operations to work without authentication in single-user mode. This fixes the issue where users couldn't add or delete models in single-user mode.

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Fix syntax error in model_manager.py

Added Depends(AdminUserOrDefault) to all AdminUserOrDefault dependency parameters to fix Python syntax error where parameters without defaults were following parameters with defaults. Imported Depends from fastapi.

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Fix FastAPI dependency injection syntax error

Removed type annotations from AdminUserOrDefault dependency parameters. FastAPI doesn't allow both Annotated type hints and = Depends() default values together. Changed from `_: AdminUserOrDefault = Depends(AdminUserOrDefault)` to `_ = Depends(AdminUserOrDefault)` throughout model_manager.py.

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Fix delete_model endpoint parameter annotation

Changed delete_model endpoint to use Annotated[str, Path(...)] instead of str = Path(...) to match FastAPI's preferred syntax and fix the 422 Unprocessable Entity error when deleting models in single-user mode.

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Fix parameter annotations for all AdminUserOrDefault endpoints

Changed all endpoints using AdminUserOrDefault from old syntax (key: str = Path(...)) to FastAPI's preferred Annotated syntax (key: Annotated[str, Path(...)]). This fixes 422 Unprocessable Entity errors when updating model settings and deleting models in single-user mode. Updated endpoints: delete_model_image, install_model, install_hugging_face_model, and convert_model.

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Revert to correct AdminUserOrDefault usage pattern

Reverted model_manager.py to state before commit c47af8f and reapplied AdminUserOrDefault correctly. Changed from `_: AdminUser` to `current_admin: AdminUserOrDefault` using the same pattern as boards.py (`current_user: CurrentUserOrDefault`). This fixes all 422 errors in single-user mode while maintaining proper admin authentication in multiuser mode.

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Fix parameter order for AdminUserOrDefault in model manager

Moved current_admin: AdminUserOrDefault parameter before all parameters with default values in model_manager.py endpoints. Python requires parameters without defaults to come before parameters with defaults. Fixed 8 endpoints: delete_model, bulk_delete_models, delete_model_image, install_model, install_hugging_face_model, cancel_model_install_job, convert_model, and do_hf_login.

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* chore(frontend): typegen

* chore(frontend): typegen again

* Docs(app): Comprehensive Documentation of Multiuser Features (#50)

* Implement Phase 8: Complete multiuser documentation (user, admin, and API guides)

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Update multiuser documentation for single-user mode and CLI scripts

- Document multiuser config option (true/false/absent)
- Explain single-user mode behavior (no login required)
- Document mode switching and legacy "system" user
- Update user management to reference CLI scripts (useradd, userdel, usermod, userlist)
- Note that web UI for user management is coming in future release
- Add adaptive API client example for both modes

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* docs(multiuser): bring user guide documentation up to date

---------

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* docs(app): update multiuser documentation

* bugfix(app): fix misaligned database migration calls

* chore(tests): update migration test to accommodate resequencing of migrations

* fix(frontend): prevent caching of static pages

* chore(backend): ruff

* fix(backend): fix incorrect migration import

* Fix: Admin users can see image previews from other users' generations (#61)

* Initial plan

* Fix: strip image preview from InvocationProgressEvent sent to admin room

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* chore: ruff

* fix(backend): add migration_29 file

* chore(tests): fix migration_29 test

---------

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* fix(queue): System user queue items show blank instead of `<hidden>` for non-admin users (#63)

* Initial plan

* fix(queue): System user queue items show blank instead of `<hidden>` for non-admin users

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* chore(backend): ruff

---------

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Co-authored-by: lstein <111189+lstein@users.noreply.github.com>
Co-authored-by: Lincoln Stein <lincoln.stein@gmail.com>

* Hide "Use Cache" checkbox in node editor for non-admin users in multiuser mode (#65)

* Initial plan

* Hide use cache checkbox for non-admin users in multiuser mode

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

---------

Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Fix node loading hang when invoke URL ends with /app (#67)

* Initial plan

* Fix node loading hang when URL ends with /app

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

---------

Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Move user management scripts to installable module with CLI entry points (#69)

* Initial plan

* Add user management module with invoke-useradd/userdel/userlist/usermod entry points

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* chore(util): remove superceded user administration scripts

---------

Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: lstein <111189+lstein@users.noreply.github.com>
Co-authored-by: Lincoln Stein <lincoln.stein@gmail.com>

* chore(backend): reorganized migrations, but something still broken

* Fix migration 28 crash when `client_state.data` column is absent (#70)

* Initial plan

* Fix migration 28 to handle missing data column in client_state table

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

---------

Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Consolidate multiuser DB migrations 27–29 into a single migration step (#71)

* Initial plan

* Consolidate migrations 27, 28, and 29 into a single migration step

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

---------

Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Add `--root` option to user management CLI utilities (#81)

* Initial plan

* Add --root option to user management CLI utilities

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

---------

Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Fix queue clear() endpoint to respect user_id for multi-tenancy (#75)

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

Add tests for session queue clear() user_id scoping

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

chore(frontend): rebuild typegen

Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>

* fix: use AdminUserOrDefault for pause and resume queue endpoints (#77)

Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* fix: queue pause/resume buttons disabled in single-user mode (#83)

In single-user mode, currentUser is never populated (no auth), so
`currentUser?.is_admin ?? false` always returns false, disabling the buttons.

Follow the same pattern as useIsModelManagerEnabled: treat as admin
when multiuser mode is disabled, and check is_admin flag when enabled.

Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* fix: enforce board ownership checks in multiuser mode (#84)

- get_board: verify current user owns the board (or is admin), return 403 otherwise
- update_board: verify ownership before updating, 404 if not found, 403 if unauthorized
- delete_board: verify ownership before deleting, 404 if not found, 403 if unauthorized
- list_all_board_image_names: add CurrentUserOrDefault auth and ownership check for non-'none' board IDs



test: add ownership enforcement tests for board endpoints in multiuser mode

- Auth requirement tests for get, update, delete, and list_image_names
- Cross-user 403 forbidden tests (non-owner cannot access/modify/delete)
- Admin bypass tests (admin can access/update/delete any user's board)
- Board listing isolation test (users only see their own boards)
- Refactored fixtures to use monkeypatch (consistent with other test files)

Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Fix: Clear auth state when switching from multiuser to single-user mode (#86)

Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Fix race conditions in download queue and model install service (#98)

* Initial plan

* Fix race conditions in download queue and model install service

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

---------

Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

---------

Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: lstein <111189+lstein@users.noreply.github.com>
Co-authored-by: Weblate (bot) <hosted@weblate.org>
Co-authored-by: Jonathan <34005131+JPPhoto@users.noreply.github.com>
2026-02-26 23:47:25 -05:00
DustyShoe
b90969ee88 Fix(Text-tool): Remove redundant Font tooltip on fonts selection dropdown. (#8906) 2026-02-27 03:01:08 +00:00
Lincoln Stein
dfc66b7142 Feature: Add FLUX.2 LOKR model support (detection and loading) (#8909)
* Add FLUX.2 LOKR model support (detection and loading) (#88)

Fix BFL LOKR models being misidentified as AIToolkit format



Fix alpha key warning in LOKR QKV split layers

Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Fix BFL→diffusers key mapping for non-block layers in FLUX.2 LoRA/LoKR

BFL's FLUX.2 model uses different names than diffusers' Flux2Transformer2DModel
for top-level modules (embedders, modulations, output layers). The existing
conversion only handled block-level renames (double_blocks→transformer_blocks),
causing "Failed to find module" warnings for non-block LoRA keys like img_in,
txt_in, modulation.lin, time_in, and final_layer.

---------

Co-authored-by: Copilot <198982749+Copilot@users.noreply.github.com>
Co-authored-by: lstein <111189+lstein@users.noreply.github.com>
Co-authored-by: Alexander Eichhorn <alex@eichhorn.dev>
2026-02-27 00:45:13 +00:00
Lincoln Stein
21efa70b4d chore(CI/CD): add pfannkuchensack to codeowners for backend (#8915) 2026-02-25 21:30:49 -05:00
Weblate (bot)
7aa3c95767 ui: translations update from weblate (#8905)
* translationBot(ui): update translation (Italian)

Currently translated at 98.0% (2205 of 2250 strings)

Co-authored-by: Riccardo Giovanetti <riccardo.giovanetti@gmail.com>
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/it/
Translation: InvokeAI/Web UI

* translationBot(ui): update translation files

Updated by "Remove blank strings" hook in Weblate.

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Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/
Translation: InvokeAI/Web UI

* translationBot(ui): update translation (Italian)

Currently translated at 97.8% (2210 of 2259 strings)

Translation: InvokeAI/Web UI
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/it/

* translationBot(ui): update translation (Italian)

Currently translated at 97.8% (2224 of 2272 strings)

Translation: InvokeAI/Web UI
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/it/

* translationBot(ui): update translation (Italian)

Currently translated at 98.1% (2252 of 2295 strings)

Translation: InvokeAI/Web UI
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/it/

* translationBot(ui): update translation (Italian)

Currently translated at 98.0% (2264 of 2309 strings)

Translation: InvokeAI/Web UI
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/it/

---------

Co-authored-by: Riccardo Giovanetti <riccardo.giovanetti@gmail.com>
2026-02-24 18:40:25 -05:00
Alexander Eichhorn
afbd45ace7 Feature: flux2 klein lora support (#8862)
* WIP: Add FLUX.2 Klein LoRA support (BFL PEFT format)

Initial implementation for loading and applying LoRA models trained
with BFL's PEFT format for FLUX.2 Klein transformers.

Changes:
- Add LoRA_Diffusers_Flux2_Config and LoRA_LyCORIS_Flux2_Config
- Add BflPeft format to FluxLoRAFormat taxonomy
- Add flux_bfl_peft_lora_conversion_utils for weight conversion
- Add Flux2KleinLoraLoaderInvocation node

Status: Work in progress - not yet fully tested

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>

* feat(flux2): add LoRA support for FLUX.2 Klein models

Add BFL PEFT LoRA support for FLUX.2 Klein, including runtime conversion
of BFL-format keys to diffusers format with fused QKV splitting, improved
detection of Klein 4B LoRAs via MLP ratio check, and frontend graph wiring.

* feat(flux2): detect Klein LoRA variant (4B/9B) and filter by compatibility

Auto-detect FLUX.2 Klein LoRA variant from tensor dimensions during model
probe, warn on variant mismatch at load time, and filter the LoRA picker
to only show variant-compatible LoRAs.

* Chore Ruff

* Chore pnpm

* Fix detection and loading of 3 unrecognized Flux.2 Klein LoRA formats

Three Flux.2 Klein LoRAs were either unrecognized or misclassified due to
format detection gaps:

1. PEFT-wrapped BFL format (base_model.model.* prefix) was not recognized
   because the detector only accepted the diffusion_model.* prefix.
2. Klein 4B LoRAs with hidden_size=3072 were misidentified as Flux.1 due to
   a break statement exiting the detection loop before txt_in/vector_in
   dimensions could be checked.
3. Flux2 native diffusers format (to_qkv_mlp_proj, ff.linear_in) was not
   detected because the detector only checked for Flux.1 diffusers keys.

Also handles mixed PEFT/standard LoRA suffix formats within the same file.

---------

Co-authored-by: Claude Opus 4.5 <noreply@anthropic.com>
Co-authored-by: Lincoln Stein <lincoln.stein@gmail.com>
2026-02-24 02:55:39 +00:00
DustyShoe
b9f9015214 Feat(Model Manager): Add improved download manager with pause/resume partial download. (#8864)
* Refine messaging and pause behavior

* Improved resume download behavior

* Syntax fix

* Formatting

* Improved partial download recovering

* fix(downloads): resume integrity, serialized parts, and UI feedback

* Fix download test expectations and multifile totals

* Ruff  appease

* schema updates

* schema fix

* Added toast msg if partial file was deleted.

* Formatting

* Fixed "missing temp file" message pop up

* Update invokeai/app/services/download/download_default.py

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Fix: Add bulk action buttons and force resync on backend reconnect.

---------

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
Co-authored-by: Lincoln Stein <lincoln.stein@gmail.com>
2026-02-24 02:31:56 +00:00
Harikrishna KP
ddaa12b0fd Fix bare except clauses and mutable default arguments (#8871)
* Fix bare except clauses and mutable default arguments

Replace bare `except:` with `except Exception:` in sqlite_database.py
and mlsd/utils.py to avoid catching KeyboardInterrupt and SystemExit,
which can prevent graceful shutdowns and mask critical errors (PEP 8
E722).

Replace mutable default arguments (lists) with None in
imwatermark/vendor.py to prevent shared state between calls, which
is a known Python gotcha that can cause subtle bugs when default
mutable objects are modified in place.

* add tests for mutable defaults and bare except fixes

* Simplify exception propagation tests

* Remove unused db initialization in error propagation tests

Removed unused database initialization in tests for KeyboardInterrupt and SystemExit.

---------

Co-authored-by: Jonathan <34005131+JPPhoto@users.noreply.github.com>
Co-authored-by: Lincoln Stein <lincoln.stein@gmail.com>
2026-02-22 23:25:15 -05:00
DustyShoe
c8dfea8681 Fix: Improve non square bbox coverage for linear gradient tool. (#8889)
Co-authored-by: Lincoln Stein <lincoln.stein@gmail.com>
2026-02-21 15:18:15 +00:00
John Hendrikx
1730193883 Fix Create Board API call (#8866)
Remove 5th parameter for function that expects 4 parameters

Co-authored-by: Lincoln Stein <lincoln.stein@gmail.com>
2026-02-21 15:13:18 +00:00
Copilot
33c7b2a1f9 Fix: canvas text tool broke global hotkeys (#8887)
* Initial plan

* Fix canvas text tool breaking hotkeys when canvas manager is null

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* chore(frontend): fix eslint issue

---------

Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: lstein <111189+lstein@users.noreply.github.com>
Co-authored-by: Lincoln Stein <lincoln.stein@gmail.com>
2026-02-19 23:07:11 -05:00
DustyShoe
033ff77f94 Feature (UI): Add Invert button for Regional Guidance layers (#8876)
Co-authored-by: Lincoln Stein <lincoln.stein@gmail.com>
2026-02-20 02:41:17 +00:00
Weblate (bot)
89df130ca1 ui: translations update from weblate (#8881)
* translationBot(ui): update translation (Italian)

Currently translated at 98.0% (2205 of 2250 strings)

Co-authored-by: Riccardo Giovanetti <riccardo.giovanetti@gmail.com>
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/it/
Translation: InvokeAI/Web UI

* translationBot(ui): update translation files

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Translation: InvokeAI/Web UI

* translationBot(ui): update translation (Italian)

Currently translated at 97.8% (2210 of 2259 strings)

Translation: InvokeAI/Web UI
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/it/

* translationBot(ui): update translation (Italian)

Currently translated at 97.8% (2224 of 2272 strings)

Translation: InvokeAI/Web UI
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/it/

* translationBot(ui): update translation (Italian)

Currently translated at 98.1% (2252 of 2295 strings)

Translation: InvokeAI/Web UI
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/it/

---------

Co-authored-by: Riccardo Giovanetti <riccardo.giovanetti@gmail.com>
2026-02-19 20:49:12 -05:00
DustyShoe
e9246c1899 Feature(UI): Add text tool to canvas (#8723)
* Initial mashup of mentioned feature. Still need to resolve some quirks and kinks.

* Clean text tool integration

* Fixed text tool opions bar jumping and added more fonts

* Touch up for cursor styling

* Minor addition to doc file

* Appeasing frontend checks

* Prettier fix

* knip fixes

* Added safe zones to font selection and color picker to be clickable without commiting text.

* Removed color probing on cursor and added dynamic font display for fallback, minor tweaks

* Finally fixed the text shifting on commit

* Cursor now represent actual input field size. Tidy up options UI

* Some strikethrough and underline line tweaks

* Replaced the focus retry loop with a callback‑ref based approach in in CanvasTextOverlay.tsx
Renamed containerMetrics to textContainerData in CanvasTextOverlay.tsx
Fixed mouse cursor disapearing during typing.

* Added missing localistaion string

* Moved canvas-text-tool.md to docs/contributing/frontend

* ui: Improve functionality of the text toolbar

Few things done with this commit.

- The varying size of the font selector box has been fixed. The UI no longer shifts and moves with font change.
- We no longer format the font size input to add px each time. Instead now just have a permanent px indicator.
- The bug with the random text inputs on the slider value has also been fixed.
- The font size value is only committed on blur keeping it consistent with other editing apps.
- Fixed the spacing of the toolbar to make it look cleaner.
- Font size now permits increments of 1.

* Added autoselect text in font size on click allowing immediate imput

* Improvement: Added uncommited layer state with CTRL-move and options to select line spacing.

* Added rotation handle to rotate uncommiitted text layer.

* Fix: Redirect user facing labels to use localization file + Add tool discription to docs

* Fixed box padding. Disable tool swich when text input is active, added message on canvas for better UX.

* Updated  Text tool description

* Updated  Text tool description

* Typo

* Add draggable text-box border with improved cursor feedback and larger hit targets. Supress hotkeys on uncommitted text.

* Lint

* Fix(bug): text commit to link uploaded image assets instead of embedding full base64

---------

Co-authored-by: Lincoln Stein <lincoln.stein@gmail.com>
Co-authored-by: blessedcoolant <54517381+blessedcoolant@users.noreply.github.com>
2026-02-20 01:43:32 +00:00
Alexander Eichhorn
b0f7b555b7 feat(z-image): add Z-Image Base (undistilled) model variant support (#8799)
* feat(z-image): add Z-Image Base (undistilled) model variant support

- Add ZImageVariantType enum with 'turbo' and 'zbase' variants
- Auto-detect variant on import via scheduler_config.json shift value (3.0=turbo, 6.0=zbase)
- Add database migration to populate variant field for existing Z-Image models
- Re-add LCM scheduler with variant-aware filtering (LCM hidden for zbase)
- Auto-reset scheduler to Euler when switching to zbase model if LCM selected
- Update frontend to show/hide LCM option based on model variant
- Add toast notification when scheduler is auto-reset

Z-Image Base models are undistilled and require more steps (28-50) with higher
guidance (3.0-5.0), while Z-Image Turbo is distilled for ~8 steps with CFG 1.0.
LCM scheduler only works with distilled (Turbo) models.

* Chore ruff format

* Chore fix windows path

* feat(z-image): filter LoRAs by variant compatibility and warn on mismatch

LoRA picker now hides Z-Image LoRAs with incompatible variants (e.g. ZBase
LoRAs when using Turbo model). LoRAs without a variant are always shown.
Backend loaders warn at runtime if a LoRA variant doesn't match the
transformer variant.

* Chore typegen

---------

Co-authored-by: Lincoln Stein <lincoln.stein@gmail.com>
2026-02-20 00:32:38 +00:00
Alexander Eichhorn
467ae66a87 fix(flux2): apply BN normalization to latents for inpainting (#8868)
The FLUX.2 Klein transformer operates in BN-normalized latent space,
but init_latents from VAE encode were not being normalized before
being passed to the InpaintExtension. This caused a scale mismatch
when merging intermediate_latents (normalized) with noised_init_latents
(unnormalized), resulting in visible artifacts at mask blur boundaries.

Now normalize:
- init_latents_packed before passing to InpaintExtension
- noise_packed for correct interpolation in normalized space
- x (starting latents) for img2img/inpainting workflows

Co-authored-by: Claude Opus 4.5 <noreply@anthropic.com>
Co-authored-by: Jonathan <34005131+JPPhoto@users.noreply.github.com>
2026-02-19 19:25:47 -05:00
Lincoln Stein
848cc12d63 Feature(backend): Add a command-line utility for running gallery maintenance (#8827)
* (bugfix) Add a command-line utility for running gallery maintenance

* chore(backend): ruff
2026-02-16 23:44:19 +00:00
dunkeroni
dbb20a011a Feature: Canvas Blend and Boolean modes (#8661)
* feat(canvas): add raster layer blend modes and boolean operations submenu; support per-layer globalCompositeOperation in compositor; UI to toggle and select color blend modes (multiply, screen, darken, lighten, color-dodge, color-burn, hard-light, soft-light, difference, hue, saturation, color, luminosity).

* feat(canvas): boolean ops submenu and UI polish

* (chore): prettier lint

* add icons to boolean submenu items

* add delete button for color blend operations

* move composite operation type and imports

* chore: pnpm eslint

* update blend modes order

* update default blend mode to 'color'

* add i18n for blend modes

* actually use translations for blend modes now

* move composite options into types.ts

* cleanup and comments

* update names

* move constant mapping out of function

* feat(ui): Refactor Blend Mode Implementation

- Blend Modes are not right click menu options anymore. Instead they rest above the layer panel as they do in other art programs readily available for each layer.
- Blend Modes have been resorted to match the listings of other art programs so users can avail their muscle memory.
- Blend Mode now defaults to `Normal` for each layer as it should.
- The extra layer operations have now been moved down to the `Operations Bar` at the bottom of the layer stack. This is to increase familiarity again with other art programs and also to make space for us in the top action bar.
- The Operations Bars operations have been resorted in order of usage that makes sense.

* fix: use source-over instead of normal

* fix: pixel fix for slightly offset action bar labels.

* feat(canvas): boolean raster merge creates new layer and disables sources

* (fix) lint errors

* remove extra typecast

---------

Co-authored-by: Lincoln Stein <lincoln.stein@gmail.com>
Co-authored-by: blessedcoolant <54517381+blessedcoolant@users.noreply.github.com>
2026-02-16 23:31:55 +00:00
Lincoln Stein
3ada1dc743 Feature(app): Add an endpoint to recall generation parameters (#8758)
* feature(app): Add an endpoint to recall generation parameters and transmit to frontend

-core generation parameters
-support for LoRAs and IP-adapters
-controlnets
-documentation in docs/contributing/RECALL_PARAMETERS

* chore(app): refactor controlnet image processing in recall_parameters route

* docs(app): updated recall endpoint documentation

* chore(app): ruff format

* chore(frontend): rerun typegen

---------

Co-authored-by: Jonathan <34005131+JPPhoto@users.noreply.github.com>
2026-02-16 23:27:10 +00:00
Weblate (bot)
0fb2ae4fae ui: translations update from weblate (#8878)
* translationBot(ui): update translation (Italian)

Currently translated at 98.0% (2205 of 2250 strings)

Co-authored-by: Riccardo Giovanetti <riccardo.giovanetti@gmail.com>
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/it/
Translation: InvokeAI/Web UI

* translationBot(ui): update translation files

Updated by "Remove blank strings" hook in Weblate.

Co-authored-by: Hosted Weblate <hosted@weblate.org>
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/
Translation: InvokeAI/Web UI

* translationBot(ui): update translation (Italian)

Currently translated at 97.8% (2210 of 2259 strings)

Translation: InvokeAI/Web UI
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/it/

* translationBot(ui): update translation (Italian)

Currently translated at 97.8% (2224 of 2272 strings)

Translation: InvokeAI/Web UI
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/it/

---------

Co-authored-by: Riccardo Giovanetti <riccardo.giovanetti@gmail.com>
2026-02-16 18:20:59 -05:00
girlyoulookthebest
ec2eedb000 fix(flux2): resolve device mismatch in Klein text encoder (#8851)
Co-authored-by: Lincoln Stein <lincoln.stein@gmail.com>
2026-02-07 15:48:14 -05:00
Weblate (bot)
77e1ac19fc ui: translations update from weblate (#8856)
* translationBot(ui): update translation (Italian)

Currently translated at 98.0% (2205 of 2250 strings)

Co-authored-by: Riccardo Giovanetti <riccardo.giovanetti@gmail.com>
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/it/
Translation: InvokeAI/Web UI

* translationBot(ui): update translation files

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Translation: InvokeAI/Web UI

* translationBot(ui): update translation (Italian)

Currently translated at 97.8% (2210 of 2259 strings)

Translation: InvokeAI/Web UI
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/it/

---------

Co-authored-by: Riccardo Giovanetti <riccardo.giovanetti@gmail.com>
2026-02-06 17:48:12 -05:00
Lincoln Stein
b23f18734b feat(model_manager): Add scan and delete of orphaned models (#8826)
* Add script and UI to remove orphaned model files

- This commit adds command-line and Web GUI functionality for
  identifying and optionally removing models in the models directory
  that are not referenced in the database.

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Add backend service and API routes for orphaned models sync

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

Add expandable file list to orphaned models dialog

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* Fix cache invalidation after deleting orphaned models

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* (bugfix) improve status messages

* docs(backend): add info on the orphaned model detection/removal feature

* Update docs/features/orphaned_model_removal.md

---------

Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: lstein <111189+lstein@users.noreply.github.com>
Co-authored-by: dunkeroni <dunkeroni@gmail.com>
2026-02-06 22:32:10 +00:00
Lincoln Stein
8c3cc3a970 chore(CI/CD): bump version to 6.11.1.post1 (#8852) 2026-02-06 15:24:00 -05:00
Jonathan
86eff471fd Update presets.py (#8846) 2026-02-06 17:14:47 +05:30
Alexander Eichhorn
a42fdb0f44 fix(flux2): Fix FLUX.2 Klein image generation quality (#8838)
* fix(flux2): Fix image quality degradation at resolutions > 1024x1024

This commit addresses severe quality degradation and artifacts when
generating images larger than 1024x1024 with FLUX.2 Klein models.

Root causes fixed:

1. Dynamic max_image_seq_len in scheduler (flux2_denoise.py)
   - Previously hardcoded to 4096 (1024x1024 only)
   - Now dynamically calculated based on actual resolution
   - Allows proper schedule shifting at all resolutions

2. Smoothed mu calculation discontinuity (sampling_utils.py)
   - Eliminated 40-50% mu value drop at seq_len 4300 threshold
   - Implemented smooth cosine interpolation (4096-4500 transition zone)
   - Gradual blend between low-res and high-res formulas

Impact:
- FLUX.2 Klein 9B: Major quality improvement at high resolutions
- FLUX.2 Klein 4B: Improved quality at high resolutions
- Baseline 1024x1024: Unchanged (no regression)
- All generation modes: T2I and Kontext (reference images)

Fixes: Community-reported quality degradation issue
See: Discord discussions in #garbage-bin and #devchat

Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>

* fix(flux2): Fix high-resolution quality degradation for FLUX.2 Klein

  Fixes grid/diamond artifacts and color loss at resolutions > 1024x1024.

  Root causes identified and fixed:
  - BN normalization was incorrectly applied to random noise input
    (diffusers only normalizes image latents from VAE.encode)
  - BN denormalization must be applied to output before VAE decode
  - mu parameter was resolution-dependent causing over-shifted schedules
    at high resolutions (now fixed to 2.02, matching ComfyUI)

  Changes:
  - Remove BN normalization on noise input (not needed for N(0,1) noise)
  - Preserve BN denormalization on denoised output (required for VAE)
  - Fix mu to constant 2.02 for all resolutions (matches ComfyUI)

  Tested at 2048x2048 with FLUX.2 Klein 4B

* Chore Ruff

---------

Co-authored-by: Claude Sonnet 4.5 <noreply@anthropic.com>
Co-authored-by: Jonathan <34005131+JPPhoto@users.noreply.github.com>
2026-02-06 00:34:54 -05:00
Jonathan
bacdfecb13 Add dype area option (#8844)
* Add DyPE area option

* Added tests and fixed frontend build

* Made more pythonic
2026-02-06 00:55:29 +05:30
Lincoln Stein
76b0838094 Feature(backend): Add user toggle to run encoder models on CPU (#8777)
* feature(backend) Add user toggle to run encoder models on CPU

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

Add frontend UI for CPU-only model execution toggle

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* chore(frontend): remove package lock file created by npm

---------

Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: lstein <111189+lstein@users.noreply.github.com>
Co-authored-by: Jonathan <34005131+JPPhoto@users.noreply.github.com>
2026-02-04 15:13:29 -05:00
DustyShoe
b7d7cd0748 Feat(UI): Add linear and radial gradient tools to canvas (#8774)
* Adding gradient tool to canvas. Lineara and radial.

* Formatting again...

* Formatting again 2...

* Minor bug fix

* Some button design tweaking

* Fixed icorrect wording where Circular was used instead of Radial.

* Update invokeai/frontend/web/src/features/controlLayers/konva/CanvasObject/CanvasObjectGradient.ts

Co-authored-by: dunkeroni <dunkeroni@gmail.com>

* Update invokeai/frontend/web/src/features/controlLayers/components/Tool/ToolGradientButton.tsx

Co-authored-by: dunkeroni <dunkeroni@gmail.com>

* Update invokeai/frontend/web/src/features/controlLayers/components/Tool/ToolGradientButton.tsx

Co-authored-by: dunkeroni <dunkeroni@gmail.com>

* Update invokeai/frontend/web/src/features/controlLayers/components/Tool/ToolGradientButton.tsx

Co-authored-by: dunkeroni <dunkeroni@gmail.com>

* Autocommit fix on mouse leaving canvas area

* feature(canvas): move gradient mode controls to top toolbar; remove popover mode buttons and group clip+mode cluster

* (chore) prettier

* remove fixed icon size

---------

Co-authored-by: dunkeroni <dunkeroni@gmail.com>
Co-authored-by: Lincoln Stein <lincoln.stein@gmail.com>
2026-02-03 20:20:59 +00:00
Weblate (bot)
d5c59ee64e ui: translations update from weblate (#8834)
* translationBot(ui): update translation (Italian)

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Co-authored-by: Riccardo Giovanetti <riccardo.giovanetti@gmail.com>
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---------

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2026-02-03 15:07:11 -05:00
Alexander Eichhorn
3f79159249 fix(ui): remove duplicate DyPE preset dropdown in generation settings (#8831)
The ParamFluxDypePreset component was rendered twice in the FLUX
generation settings accordion, causing the DyPE dropdown to appear
both after the scheduler and after the guidance slider.

Co-authored-by: Lincoln Stein <lincoln.stein@gmail.com>
2026-02-02 02:16:29 +00:00
Weblate (bot)
c186e51b30 translationBot(ui): update translation (Russian) (#8830)
Currently translated at 59.7% (1344 of 2249 strings)


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Translation: InvokeAI/Web UI

Co-authored-by: DustyShoe <warukeichi@gmail.com>
2026-02-01 20:04:47 -05:00
Alexander Eichhorn
c072fd8261 The FLUX.2 Klein PR (b92c6ae63) replaced the user's denoising strength (#8828)
setting with hardcoded full denoising (start=0, end=1) in addOutpaint.
   This caused denoising strength to be completely ignored whenever the
   canvas bbox extended beyond the raster layer content, triggering outpaint
   mode. The issue affected all model types (SDXL, SD1.5, FLUX, etc.).

   Restore the original behavior by reading denoising_start/end from the
   user's img2imgStrength setting via getDenoisingStartAndEnd().

Co-authored-by: Lincoln Stein <lincoln.stein@gmail.com>
2026-02-02 00:13:42 +00:00
Alexander Eichhorn
f013fa6ff2 fix(ui): reset seed variance toggle when recalling images without that metadata (#8829)
When recalling an image that lacks `z_image_seed_variance_enabled` metadata
   (e.g. older images), the toggle now defaults to off instead of retaining the
   previous state.
2026-02-01 19:03:00 -05:00
DustyShoe
9566f9a23f Feat(UI): Reintroduce paged gallery view as option (#8772)
* Switched to use v5.x gallery pagination design.

* Improved pagination UX and gallery grid calculation

* Minor bug fix

* Formatting...

* Fixed Jump to page input behavior and "Locate in gallery" logic.

* Changed Jump input field to select text on click for better UX.
2026-02-01 21:37:53 +00:00
Alexander Eichhorn
62ee1b820d fix(ui): only show FLUX.1 VAEs when a FLUX.1 main model is selected (#8821)
Use useFlux1VAEModels() instead of useFluxVAEModels() in the FLUX VAE
selector, which was incorrectly returning both FLUX.1 and FLUX.2 VAEs.
Remove the now-unused useFluxVAEModels hook.

Co-authored-by: Lincoln Stein <lincoln.stein@gmail.com>
2026-02-01 21:28:48 +00:00
Alexander Eichhorn
33779f3072 fix(flux2): support Heun scheduler for FLUX.2 Klein models (#8794)
* fix(flux2): support Heun scheduler for FLUX.2 Klein models

FlowMatchHeunDiscreteScheduler does not support dynamic shifting parameters
(use_dynamic_shifting, base_shift, max_shift, etc.) or sigmas/mu in set_timesteps.
This caused FLUX.2 Klein to fail when using Heun scheduler.

- Create Heun scheduler with only num_train_timesteps and shift parameters
- Use num_inference_steps instead of sigmas for Heun's set_timesteps call
- Euler and LCM schedulers continue to use full dynamic shifting support

* fix(flux2): fix Heun scheduler detection using inspect.signature

The previous hasattr check for state_in_first_order failed because
the attribute doesn't exist before set_timesteps() is called. Now
using inspect.signature to check for sigmas parameter support,
matching the FLUX1 implementation.

---------

Co-authored-by: Jonathan <34005131+JPPhoto@users.noreply.github.com>
2026-02-01 16:25:39 -05:00
Jonathan
8cf83a9221 Implemented ordering for expanded iterators (#8741)
* Implemented ordering for expanded iterators

* Update test_graph_execution_state.py

Added a test for nested iterator execution ordering. (Failing at commit time!)

* Filter invalid nested-iterator parent mappings in _prepare()

When a graph has nested iterators, some "ready to run" node combinations do not actually belong together. Previously, the scheduler would still try to build nodes for those mismatched combinations, which could cause the same work to run more than once. This change skips any combination that is missing a valid iterator parent, so nested iterator expansions run once per intended item.

* Fixed Collect node ordering

* ruff

* Removed ordering guarantees from test_node_graph.py

* Fix iterator prep and type compatibility in graph execution

Include iterator nodes in nx_graph_flat so iterators are prepared/expanded correctly. Fix connection type checks to allow subclass-to-base via issubclass. Harden iterator/collector validation to fail cleanly instead of crashing on missing edges. Remove unused nx_graph_with_data(). Added tests to verify proper functionality.
2026-02-01 05:00:04 +00:00
Alexander Eichhorn
1281c9d211 feat(model_manager): add missing models filter to Model Manager (#8801)
* feat(model_manager): add missing models filter to Model Manager

Adds the ability to view and manage orphaned model database entries
where the underlying files have been deleted externally.

Changes:
- Add GET /v2/models/missing API endpoint to list models with missing files
- Add "Missing Files" filter option to Model Manager type filter dropdown
- Display "Missing Files" badge on models with missing files in the list
- Automatically exclude missing models from model selection dropdowns
  to prevent users from selecting unavailable models for generation

* fix(ui): enable Select All checkbox for missing models filter

The Select All checkbox was disabled when the missing models filter was
active because the bulk actions component didn't use the missing models
query data. Now it correctly uses useGetMissingModelsQuery when the
filter is set to 'missing'.

* test(model_manager): add tests for missing model detection and bulk delete

Tests _scan_for_missing_models and the unregister/delete workflow for
models whose files have been removed externally.

* Chore Ruff check
2026-02-01 04:51:33 +00:00
Lincoln Stein
4a09594230 chore(CI/CD): bump version to 6.11.0.post1 (#8818) 2026-01-31 23:46:07 -05:00
Weblate (bot)
a873ce0175 ui: translations update from weblate (#8816)
* translationBot(ui): update translation (Italian)

Currently translated at 95.0% (2124 of 2235 strings)

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* translationBot(ui): update translation (Russian)

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---------

Co-authored-by: Riccardo Giovanetti <riccardo.giovanetti@gmail.com>
Co-authored-by: DustyShoe <warukeichi@gmail.com>
Co-authored-by: Lincoln Stein <lincoln.stein@gmail.com>
2026-01-31 22:18:09 +00:00
Alexander Eichhorn
9ee7baaba5 fix(ui): convert reference image configs when switching main model base (#8811)
When switching between FLUX.2 (model-less reference images) and other
models that require IP adapter/Redux models, the reference image configs
were not being converted, leaving stale config types that hid or showed
the wrong UI controls.

Co-authored-by: Lincoln Stein <lincoln.stein@gmail.com>
2026-01-31 22:04:23 +00:00
Weblate (bot)
fb5c43a905 ui: translations update from weblate (#8814)
* translationBot(ui): update translation (Italian)

Currently translated at 95.0% (2124 of 2235 strings)

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* translationBot(ui): update translation (Russian)

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---------

Co-authored-by: Riccardo Giovanetti <riccardo.giovanetti@gmail.com>
Co-authored-by: DustyShoe <warukeichi@gmail.com>
2026-01-31 17:03:47 -05:00
Weblate (bot)
0f69f4bb9a ui: translations update from weblate (#8813)
* translationBot(ui): update translation (Italian)

Currently translated at 95.0% (2124 of 2235 strings)

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---------

Co-authored-by: Riccardo Giovanetti <riccardo.giovanetti@gmail.com>
Co-authored-by: DustyShoe <warukeichi@gmail.com>
2026-01-31 16:41:12 -05:00
Weblate (bot)
8a355e66fa ui: translations update from weblate (#8812)
* translationBot(ui): update translation (Italian)

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---------

Co-authored-by: Riccardo Giovanetti <riccardo.giovanetti@gmail.com>
Co-authored-by: DustyShoe <warukeichi@gmail.com>
2026-01-31 08:52:27 -05:00
blessedcoolant
b811602b38 fix(ui): Flux 2 Model Manager default settings not showing Guidance (#8810) 2026-01-31 13:41:05 +00:00
DustyShoe
0716b2fa75 Fix blur filter clipping by expanding padded bounds (#8773)
Co-authored-by: Alexander Eichhorn <alex@eichhorn.dev>
Co-authored-by: Lincoln Stein <lincoln.stein@gmail.com>
2026-01-30 20:56:51 +00:00
Alexander Eichhorn
4d71609115 fix(ui): remove scheduler selection for FLUX.2 Klein (#8808)
The scheduler dropdown is no longer shown for FLUX.2 Klein models.
The backend default (Euler) is used instead.

Co-authored-by: Lincoln Stein <lincoln.stein@gmail.com>
2026-01-30 02:16:12 +00:00
blessedcoolant
0ecb903ae2 fix: Klein 2 Inpainting breaking when there is a reference image (#8803)
Co-authored-by: Alexander Eichhorn <alex@eichhorn.dev>
Co-authored-by: Lincoln Stein <lincoln.stein@gmail.com>
2026-01-30 02:12:41 +00:00
Alexander Eichhorn
736f4ffeb1 fix(ui): improve DyPE field ordering and add 'On' preset option (#8793)
* fix(ui): improve DyPE field ordering and add 'On' preset option

- Add ui_order to DyPE fields (100, 101, 102) to group them at bottom of node
- Change DyPEPreset from Enum to Literal type for proper frontend dropdown support
- Add ui_choice_labels for human-readable dropdown options
- Add new 'On' preset to enable DyPE regardless of resolution
- Fix frontend input field sorting to respect ui_order (unordered first, then ordered)
- Bump flux_denoise node version to 4.4.0

* Chore Ruff check fix

* fix(flux): remove .value from dype_preset logging

DyPEPreset is now a Literal type (string) instead of an Enum,
so .value is no longer needed.

* fix(tests): update DyPE tests for Literal type change

Update test imports and assertions to use string constants
instead of Enum attributes since DyPEPreset is now a Literal type.

* feat(flux): add DyPE scale and exponent controls to Linear UI

- Add dype_scale (λs) and dype_exponent (λt) sliders to generation settings
- Add Zod schemas and parameter types for DyPE scale/exponent
- Pass custom values from Linear UI to flux_denoise node
- Fix bug where DyPE was enabled even when preset was "off"
- Add enhanced logging showing all DyPE parameters when enabled

* fix(flux): apply DyPE scale/exponent and add metadata recall

- Fix DyPE scale and exponent parameters not being applied in frequency
  computation (compute_vision_yarn_freqs, compute_yarn_freqs now call
  get_timestep_mscale)
- Add metadata handlers for dype_scale and dype_exponent to enable
  recall from generated images
- Add i18n translations referencing existing parameter labels

* fix(flux): apply DyPE scale/exponent and add metadata recall

- Fix DyPE scale and exponent parameters not being applied in frequency
  computation (compute_vision_yarn_freqs, compute_yarn_freqs now call
  get_timestep_mscale)
- Add metadata handlers for dype_scale and dype_exponent to enable
  recall from generated images
- Add i18n translations referencing existing parameter labels

* feat(ui): show DyPE scale/exponent only when preset is "on"

- Hide scale/exponent controls in UI when preset is not "on"
- Only parse/recall scale/exponent from metadata when preset is "on"
- Prevents confusion where custom values override preset behavior

* fix(dype): only allow custom scale/exponent with 'on' preset

Presets (auto, 4k) now use their predefined values and ignore
any custom_scale/custom_exponent parameters. Only the 'on' preset
allows manual override of these values.

This matches the frontend UI behavior where the scale/exponent
fields are only shown when 'On' is selected.

* refactor(dype): rename 'on' preset to 'manual'

Rename the 'on' DyPE preset to 'manual' to better reflect its purpose:
allowing users to manually configure scale and exponent values.

Updated in:
- Backend presets (DYPE_PRESET_ON -> DYPE_PRESET_MANUAL)
- Frontend UI labels and options
- Redux slice type definitions
- Zod schema validation
- Tests

* refactor(dype): rename 'on' preset to 'manual'

Rename the 'on' DyPE preset to 'manual' to better reflect its purpose:
allowing users to manually configure scale and exponent values.

Updated in:
- Backend presets (DYPE_PRESET_ON -> DYPE_PRESET_MANUAL)
- Frontend UI labels and options
- Redux slice type definitions
- Zod schema validation
- Tests

* fix(dype): update remaining 'on' references to 'manual'

- Update docstrings, comments, and error messages to use 'manual' preset name
- Simplify FLUX graph builder to always send dype_scale/dype_exponent
- Fix UI condition to show DyPE controls for 'manual' preset

---------

Co-authored-by: Jonathan <34005131+JPPhoto@users.noreply.github.com>
Co-authored-by: Lincoln Stein <lincoln.stein@gmail.com>
2026-01-30 01:28:28 +00:00
Weblate (bot)
2102b43edc ui: translations update from weblate (#8807)
* translationBot(ui): update translation (Italian)

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* translationBot(ui): update translation (Italian)

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* translationBot(ui): update translation (Italian)

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---------

Co-authored-by: Riccardo Giovanetti <riccardo.giovanetti@gmail.com>
Co-authored-by: Lincoln Stein <lincoln.stein@gmail.com>
2026-01-30 01:22:50 +00:00
Lincoln Stein
5801e59e2b Documentation: InvokeAI PR review and merge policy (#8795)
* docs: Add a PR review and merge policy

* doc(release): add policy on release candidates

* docs(CD/CI): add best practice for external components
2026-01-30 01:03:43 +00:00
Lincoln Stein
5fc950b745 Release Workflow: Fix workflow edge case (#8792)
* release(docker): fix workflow edge case that prevented CUDA build from completing

* bugfix(release): fix yaml syntax error

* bugfix(CI/CD): fix similar problem in typegen check
2026-01-30 01:02:24 +00:00
Weblate (bot)
63dec985cd ui: translations update from weblate (#8806)
* translationBot(ui): update translation (Italian)

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* translationBot(ui): update translation (Italian)

Currently translated at 98.2% (2195 of 2235 strings)

Co-authored-by: Riccardo Giovanetti <riccardo.giovanetti@gmail.com>
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/it/
Translation: InvokeAI/Web UI

* translationBot(ui): update translation (Italian)

Currently translated at 98.2% (2197 of 2235 strings)

Translation: InvokeAI/Web UI
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/it/

---------

Co-authored-by: Riccardo Giovanetti <riccardo.giovanetti@gmail.com>
2026-01-29 20:52:21 +00:00
Weblate (bot)
03cdd6df2e ui: translations update from weblate (#8804)
* translationBot(ui): update translation (Italian)

Currently translated at 95.0% (2124 of 2235 strings)

translationBot(ui): update translation (Italian)

Currently translated at 94.5% (2114 of 2235 strings)

Co-authored-by: Riccardo Giovanetti <riccardo.giovanetti@gmail.com>
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/it/
Translation: InvokeAI/Web UI

* translationBot(ui): update translation files

Updated by "Remove blank strings" hook in Weblate.

Co-authored-by: Hosted Weblate <hosted@weblate.org>
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/
Translation: InvokeAI/Web UI

* translationBot(ui): update translation (Italian)

Currently translated at 98.2% (2195 of 2235 strings)

Co-authored-by: Riccardo Giovanetti <riccardo.giovanetti@gmail.com>
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/it/
Translation: InvokeAI/Web UI

* translationBot(ui): update translation (Italian)

Currently translated at 98.2% (2197 of 2235 strings)

Translation: InvokeAI/Web UI
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/it/

---------

Co-authored-by: Riccardo Giovanetti <riccardo.giovanetti@gmail.com>
Co-authored-by: Lincoln Stein <lincoln.stein@gmail.com>
2026-01-29 15:42:10 -05:00
Lincoln Stein
99f4070ce7 translationBot(ui): update translation (Italian) (#8805)
Currently translated at 98.2% (2197 of 2235 strings)

Translation: InvokeAI/Web UI
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/it/

Co-authored-by: Riccardo Giovanetti <riccardo.giovanetti@gmail.com>
2026-01-29 15:36:44 -05:00
Alexander Eichhorn
cf07f8be14 Add new model type integration guide (#8779)
* Add new model type integration guide

Comprehensive documentation covering all steps required to integrate
a new model type into InvokeAI, including:

- Backend: Model manager, configs, loaders, invocations, sampling
- Frontend: Graph building, state management, parameter recall
- Metadata, starter models, and optional features (ControlNet, LoRA, IP-Adapter)

Uses FLUX.1, FLUX.2 Klein, SD3, SDXL, and Z-Image as reference implementations.

* docs: improve new model integration guide

- Move document to docs/contributing/ directory
- Fix broken TOC links by replacing '&' with 'and' in headings
- Add code example for text encoder config (section 2.4)
- Add text encoder loader example (new section 3.3)
- Expand text encoder invocation to show full conditioning flow (section 4.2)

---------

Co-authored-by: Lincoln Stein <lincoln.stein@gmail.com>
2026-01-29 13:45:29 +00:00
Alexander Eichhorn
1f0d92defc fix(ui): allow guidance slider to reach 1 for FLUX.2 Klein
FLUX.2 Klein models require guidance=1 (no CFG), but the slider minimum
was set to 2. Changed sliderMin from 2 to 1 to allow proper configuration.
2026-01-29 07:27:18 +05:30
blessedcoolant
68089ca688 fix(ui): use proper FLUX2 latent RGB factors for preview images (#8802)
## Summary

Replace placeholder zeros with actual 32-channel factors from ComfyUI
and add latent_rgb_bias support for improved FLUX2 denoising previews.

## Related Issues / Discussions

https://github.com/Comfy-Org/ComfyUI/blob/main/comfy/latent_formats.py

https://github.com/user-attachments/assets/dfbc3d81-b855-46b8-8217-50b140f13520

## QA Instructions

1. Generate an image with a FLUX2 model (e.g. FLUX.2 Kontext)
2. Observe the denoising preview during generation
3. Preview should now show more accurate colors instead of
washed-out/incorrect colors from the previous placeholder factors
2026-01-29 07:12:39 +05:30
blessedcoolant
32e2132948 Merge branch 'main' into fix/flux2-latent-preview-factors 2026-01-29 07:07:50 +05:30
Alexander Eichhorn
bec3586930 fix(ui): use proper FLUX2 latent RGB factors for preview images
Replace placeholder zeros with actual 32-channel factors from ComfyUI
and add latent_rgb_bias support for improved FLUX2 denoising previews.
2026-01-29 02:22:17 +01:00
Weblate (bot)
8bf4d1ea59 ui: translations update from weblate (#8797)
* translationBot(ui): update translation (Italian)

Currently translated at 95.0% (2124 of 2235 strings)

translationBot(ui): update translation (Italian)

Currently translated at 94.5% (2114 of 2235 strings)

Co-authored-by: Riccardo Giovanetti <riccardo.giovanetti@gmail.com>
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/it/
Translation: InvokeAI/Web UI

* translationBot(ui): update translation files

Updated by "Remove blank strings" hook in Weblate.

Co-authored-by: Hosted Weblate <hosted@weblate.org>
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/
Translation: InvokeAI/Web UI

* translationBot(ui): update translation (Italian)

Currently translated at 98.2% (2195 of 2235 strings)

Co-authored-by: Riccardo Giovanetti <riccardo.giovanetti@gmail.com>
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/it/
Translation: InvokeAI/Web UI

---------

Co-authored-by: Riccardo Giovanetti <riccardo.giovanetti@gmail.com>
Co-authored-by: Lincoln Stein <lincoln.stein@gmail.com>
2026-01-28 17:21:42 -05:00
Jonathan
fd7a3aebd2 Add input connectors to the FLUX model loader (#8785)
* Update flux_model_loader.py

Added nodal points for inputs to the model loader since we should be able to use a model selection node and pass in for Flux models.

* typegen

* Fixed existing ruff error

---------

Co-authored-by: Lincoln Stein <lincoln.stein@gmail.com>
2026-01-28 16:49:16 -05:00
Alexander Eichhorn
72491e2153 Fix ref_images metadata format for FLUX Kontext recall (#8791)
Remove extra array wrapper when saving ref_images metadata for FLUX.2 Klein

and FLUX.1 Kontext reference images. The double-nested array [[...]] was

preventing recall from parsing the metadata correctly.
2026-01-27 08:44:44 -05:00
Lincoln Stein
3d0725072d Prep for 6.11.0.rc1 (#8771)
* chore(release): add flux.2-klein to whats new items & bump version

* doc(release): update the WhatsNew text

* chore(frontend): run lint:prettier and frontend-typegen
2026-01-27 05:40:09 +00:00
Alexander Eichhorn
0ae7392c81 fix(model_manager): detect Flux1/2 VAE by latent space dimensions instead of filename (#8790)
* fix(model_manager): detect Flux VAE by latent space dimensions instead of filename

VAE detection previously relied solely on filename pattern matching, which failed
for Flux VAE files with generic names like "ae.safetensors". Now probes the model's
decoder.conv_in weight shape to determine the latent space dimensions:
- 16 channels -> Flux VAE
- 4 channels -> SD/SDXL VAE (with filename fallback for SD1/SD2/SDXL distinction)

* fix(model_manager): add latent space probing for Flux2 VAE detection

Extend Flux2 VAE detection to also check for 32-dimensional latent space
(decoder.conv_in with 32 input channels) in addition to BatchNorm layers.
This provides more robust detection for Flux2 VAE files regardless of filename.

* Chore Ruff format

---------

Co-authored-by: Lincoln Stein <lincoln.stein@gmail.com>
2026-01-27 05:20:50 +00:00
Alexander Eichhorn
cff20b45f3 Feature: Add DyPE (Dynamic Position Extrapolation) support to FLUX models for improved high-resolution image generation (#8763)
* docs: add DyPE implementation plan for FLUX high-resolution generation

Add detailed plan for porting ComfyUI-DyPE (Dynamic Position Extrapolation)
to InvokeAI, enabling 4K+ image generation with FLUX models without
training. Estimated effort: 5-7 developer days.

* docs: update DyPE plan with design decisions

- Integrate DyPE directly into FluxDenoise (no separate node)
- Add 4K preset and "auto" mode for automatic activation
- Confirm FLUX Schnell support (same base resolution as Dev)

* docs: add activation threshold for DyPE auto mode

FLUX can handle resolutions up to ~1.5x natively without artifacts.
Set activation_threshold=1536 so DyPE only kicks in above that.

* feat(flux): implement DyPE for high-resolution generation

Add Dynamic Position Extrapolation (DyPE) support to FLUX models,
enabling artifact-free generation at 4K+ resolutions.

New files:
- invokeai/backend/flux/dype/base.py: DyPEConfig and scaling calculations
- invokeai/backend/flux/dype/rope.py: DyPE-enhanced RoPE functions
- invokeai/backend/flux/dype/embed.py: DyPEEmbedND position embedder
- invokeai/backend/flux/dype/presets.py: Presets (off, auto, 4k)
- invokeai/backend/flux/extensions/dype_extension.py: Pipeline integration

Modified files:
- invokeai/backend/flux/denoise.py: Add dype_extension parameter
- invokeai/app/invocations/flux_denoise.py: Add UI parameters

UI parameters:
- dype_preset: off | auto | 4k
- dype_scale: Custom magnitude override (0-8)
- dype_exponent: Custom decay speed override (0-1000)

Auto mode activates DyPE for resolutions > 1536px.

Based on: https://github.com/wildminder/ComfyUI-DyPE

* feat(flux): add DyPE preset selector to Linear UI

Add Linear UI integration for FLUX DyPE (Dynamic Position Extrapolation):

- Add ParamFluxDypePreset component with Off/Auto/4K options
- Integrate preset selector in GenerationSettingsAccordion for FLUX models
- Add state management (paramsSlice, types) for fluxDypePreset
- Add dype_preset to FLUX denoise graph builder and metadata
- Add translations for DyPE preset label and popover
- Add zFluxDypePresetField schema definition

Fix DyPE frequency computation:
- Remove incorrect mscale multiplication on frequencies
- Use only NTK-aware theta scaling for position extrapolation

* feat(flux): add DyPE preset to metadata recall

- Add FluxDypePreset handler to ImageMetadataHandlers
- Parse dype_preset from metadata and dispatch setFluxDypePreset on recall
- Add translation key metadata.dypePreset

* chore: remove dype-implementation-plan.md

Remove internal planning document from the branch.

* chore(flux): bump flux_denoise version to 4.3.0

Version bump for dype_preset field addition.

* chore: ruff check fix

* chore: ruff format

* Fix truncated DyPE label in advanced options UI

Shorten the label from "DyPE (High-Res)" to "DyPE" to prevent text truncation in the sidebar. The high-resolution context is preserved in the informational popover tooltip.

* Add DyPE preset to recall parameters in image viewer

The dype_preset metadata was being saved but not displayed in the Recall Parameters tab. Add FluxDypePreset handler to ImageMetadataActions so users can see and recall this parameter.

---------

Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: Jonathan <34005131+JPPhoto@users.noreply.github.com>
2026-01-26 23:54:44 -05:00
Alexander Eichhorn
b92c6ae633 feat(flux2): add FLUX.2 klein model support (#8768)
* WIP: feat(flux2): add FLUX 2 Kontext model support

- Add new invocation nodes for FLUX 2:
  - flux2_denoise: Denoising invocation for FLUX 2
  - flux2_klein_model_loader: Model loader for Klein architecture
  - flux2_klein_text_encoder: Text encoder for Qwen3-based encoding
  - flux2_vae_decode: VAE decoder for FLUX 2

- Add backend support:
  - New flux2 module with denoise and sampling utilities
  - Extended model manager configs for FLUX 2 models
  - Updated model loaders for Klein architecture

- Update frontend:
  - Extended graph builder for FLUX 2 support
  - Added FLUX 2 model types and configurations
  - Updated readiness checks and UI components

* fix(flux2): correct VAE decode with proper BN denormalization

FLUX.2 VAE uses Batch Normalization in the patchified latent space
(128 channels). The decode must:
1. Patchify latents from (B, 32, H, W) to (B, 128, H/2, W/2)
2. Apply BN denormalization using running_mean/running_var
3. Unpatchify back to (B, 32, H, W) for VAE decode

Also fixed image normalization from [-1, 1] to [0, 255].

This fixes washed-out colors in generated FLUX.2 Klein images.

* feat(flux2): add FLUX.2 Klein model support with ComfyUI checkpoint compatibility

- Add FLUX.2 transformer loader with BFL-to-diffusers weight conversion
- Fix AdaLayerNorm scale-shift swap for final_layer.adaLN_modulation weights
- Add VAE batch normalization handling for FLUX.2 latent normalization
- Add Qwen3 text encoder loader with ComfyUI FP8 quantization support
- Add frontend components for FLUX.2 Klein model selection
- Update configs and schema for FLUX.2 model types

* Chore Ruff

* Fix Flux1 vae probing

* Fix Windows Paths schema.ts

* Add 4B und 9B klein to Starter Models.

* feat(flux2): add non-commercial license indicator for FLUX.2 Klein 9B

- Add isFlux2Klein9BMainModelConfig and isNonCommercialMainModelConfig functions
- Update MainModelPicker and InitialStateMainModelPicker to show license icon
- Update license tooltip text to include FLUX.2 Klein 9B

* feat(flux2): add Klein/Qwen3 variant support and encoder filtering

Backend:
- Add klein_4b/klein_9b variants for FLUX.2 Klein models
- Add qwen3_4b/qwen3_8b variants for Qwen3 encoder models
- Validate encoder variant matches Klein model (4B↔4B, 9B↔8B)
- Auto-detect Qwen3 variant from hidden_size during probing

Frontend:
- Show variant field for all model types in ModelView
- Filter Qwen3 encoder dropdown to only show compatible variants
- Update variant type definitions (zFlux2VariantType, zQwen3VariantType)
- Remove unused exports (isFluxDevMainModelConfig, isFlux2Klein9BMainModelConfig)

* Chore Ruff

* feat(flux2): add Klein 9B Base (undistilled) variant support

Distinguish between FLUX.2 Klein 9B (distilled) and Klein 9B Base (undistilled)
models by checking guidance_embeds in diffusers config or guidance_in keys in
safetensors. Klein 9B Base requires more steps but offers higher quality.

* feat(flux2): improve diffusers compatibility and distilled model support

Backend changes:
- Update text encoder layers from [9,18,27] to (10,20,30) matching diffusers
- Use apply_chat_template with system message instead of manual formatting
- Change position IDs from ones to zeros to match diffusers implementation
- Add get_schedule_flux2() with empirical mu computation for proper schedule shifting
- Add txt_embed_scale parameter for Qwen3 embedding magnitude control
- Add shift_schedule toggle for base (28+ steps) vs distilled (4 steps) models
- Zero out guidance_embedder weights for Klein models without guidance_embeds

UI changes:
- Clear Klein VAE and Qwen3 encoder when switching away from flux2 base
- Clear Qwen3 encoder when switching between different Klein model variants
- Add toast notification informing user to select compatible encoder

* feat(flux2): fix distilled model scheduling with proper dynamic shifting

- Configure scheduler with FLUX.2 Klein parameters from scheduler_config.json
  (use_dynamic_shifting=True, shift=3.0, time_shift_type="exponential")
- Pass mu parameter to scheduler.set_timesteps() for resolution-aware shifting
- Remove manual shift_schedule parameter (scheduler handles this automatically)
- Simplify get_schedule_flux2() to return linear sigmas only
- Remove txt_embed_scale parameter (no longer needed)

This matches the diffusers Flux2KleinPipeline behavior where the
FlowMatchEulerDiscreteScheduler applies dynamic timestep shifting
based on image resolution via the mu parameter.

Fixes 4-step distilled Klein 9B model quality issues.

* fix(ui): fix FLUX.1 graph building with posCondCollect node lookup

The posCondCollect node was created with getPrefixedId() which generates
a random suffix (e.g., 'pos_cond_collect:abc123'), but g.getNode() was
called with the plain string 'pos_cond_collect', causing a node lookup
failure.

Fix by declaring posCondCollect as a module-scoped variable and
referencing it directly instead of using g.getNode().

* Remove Flux2 Klein Base from Starter Models

* Remove Logging

* Add Default Values for Flux2 Klein and add variant as additional info to from_base

* Add migrations for the z-image qwen3 encoder without a variant value

* Add img2img, inpainting and outpainting support for FLUX.2 Klein

- Add flux2_vae_encode invocation for encoding images to FLUX.2 latents
- Integrate inpaint_extension into FLUX.2 denoise loop for proper mask handling
- Apply BN normalization to init_latents and noise for consistency in inpainting
- Use manual Euler stepping for img2img/inpaint to preserve exact timestep schedule
- Add flux2_img2img, flux2_inpaint, flux2_outpaint generation modes
- Expand starter models with FP8 variants, standalone transformers, and separate VAE/encoders
- Fix outpainting to always use full denoising (0-1) since strength doesn't apply
- Improve error messages in model loader with clear guidance for standalone models

* Add GGUF quantized model support and Diffusers VAE loader for FLUX.2 Klein

- Add Main_GGUF_Flux2_Config for GGUF-quantized FLUX.2 transformer models
- Add VAE_Diffusers_Flux2_Config for FLUX.2 VAE in diffusers format
- Add Flux2GGUFCheckpointModel loader with BFL-to-diffusers conversion
- Add Flux2VAEDiffusersLoader for AutoencoderKLFlux2
- Add FLUX.2 Klein 4B/9B hardware requirements to documentation
- Update starter model descriptions to clarify dependencies install together
- Update frontend schema for new model configs

* Fix FLUX.2 model detection and add FP8 weight dequantization support

- Improve FLUX.2 variant detection for GGUF/checkpoint models (BFL format keys)
- Fix guidance_embeds logic: distilled=False, undistilled=True
- Add FP8 weight dequantization for ComfyUI-style quantized models
- Prevent FLUX.2 models from being misidentified as FLUX.1
- Preserve user-editable fields (name, description, etc.) on model reidentify
- Improve Qwen3Encoder detection by variant in starter models
- Add defensive checks for tensor operations

* Chore ruff format

* Chore Typegen

* Fix FLUX.2 Klein 9B model loading by detecting hidden_size from weights

Previously num_attention_heads was hardcoded to 24, which is correct for
Klein 4B but causes size mismatches when loading Klein 9B checkpoints.

Now dynamically calculates num_attention_heads from the hidden_size
dimension of context_embedder weights:
- Klein 4B: hidden_size=3072 → num_attention_heads=24
- Klein 9B: hidden_size=4096 → num_attention_heads=32

Fixes both Checkpoint and GGUF loaders for FLUX.2 models.

* Only clear Qwen3 encoder when FLUX.2 Klein variant changes

Previously the encoder was cleared whenever switching between any Klein
models, even if they had the same variant. Now compares the variant of
the old and new model and only clears the encoder when switching between
different variants (e.g., klein_4b to klein_9b).

This allows users to switch between different Klein 9B models without
having to re-select the Qwen3 encoder each time.

* Add metadata recall support for FLUX.2 Klein parameters

The scheduler, VAE model, and Qwen3 encoder model were not being
recalled correctly for FLUX.2 Klein images. This adds dedicated
metadata handlers for the Klein-specific parameters.

* Fix FLUX.2 Klein denoising scaling and Z-Image VAE compatibility

- Apply exponential denoising scaling (exponent 0.2) to FLUX.2 Klein,
  matching FLUX.1 behavior for more intuitive inpainting strength
- Add isFlux1VAEModelConfig type guard to filter FLUX 1.0 VAEs only
- Restrict Z-Image VAE selection to FLUX 1.0 VAEs, excluding FLUX.2
  Klein 32-channel VAEs which are incompatible

* chore pnpm fix

* Add FLUX.2 Klein to starter bundles and documentation

- Add FLUX.2 Klein hardware requirements to quick start guide
- Create flux2_klein_bundle with GGUF Q4 model, VAE, and Qwen3 encoder
- Add "What's New" entry announcing FLUX.2 Klein support

* Add FLUX.2 Klein built-in reference image editing support

FLUX.2 Klein has native multi-reference image editing without requiring
a separate model (unlike FLUX.1 which needs a Kontext model).

Backend changes:
- Add Flux2RefImageExtension for encoding reference images with FLUX.2 VAE
- Apply BN normalization to reference image latents for correct scaling
- Use T-coordinate offset scale=10 like diffusers (T=10, 20, 30...)
- Concatenate reference latents with generated image during denoising
- Extract only generated portion in step callback for correct preview

Frontend changes:
- Add flux2_reference_image config type without model field
- Hide model selector for FLUX.2 reference images (built-in support)
- Add type guards to handle configs without model property
- Update validators to skip model validation for FLUX.2
- Add 'flux2' to SUPPORTS_REF_IMAGES_BASE_MODELS

* Chore windows path fix

* Add reference image resizing for FLUX.2 Klein

Resize large reference images to match BFL FLUX.2 sampling.py limits:
- Single reference: max 2024² pixels (~4.1M)
- Multiple references: max 1024² pixels (~1M)

Uses same scaling approach as BFL's cap_pixels() function.
2026-01-26 23:21:37 -05:00
DustyShoe
729bae19a5 Feat(UI): Search bar in image info code tabs and add vertical margins for improved UX in Recall Parameters tab. (#8786)
* Adjusted Search bar position and added padding in image info viewer.

* Minor bug fix with spaces being highlighted.
2026-01-25 22:38:43 +01:00
Copilot
fcc81f17a5 Limit automated issue closure to bug issues only (#8776)
* Initial plan

* Add only-labels parameter to limit automated issue closure to bugs only

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

---------

Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: lstein <111189+lstein@users.noreply.github.com>
2026-01-21 02:43:59 +05:30
Weblate (bot)
27ae70a428 translationBot(ui): update translation files (#8767)
Updated by "Cleanup translation files" hook in Weblate.


Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/
Translation: InvokeAI/Web UI
2026-01-20 15:50:21 -05:00
Lincoln Stein
82819cdadc Add user survey section to README (#8766)
* Add user survey section to README

Added a section for new and returning users to take a survey.

* docs: add user survey link to WhatsNew

* Fix formatting issues in WhatsNew.tsx

---------

Co-authored-by: Alexander Eichhorn <alex@eichhorn.dev>
2026-01-16 03:32:16 +01:00
Alexander Eichhorn
b2b8820519 fix(model_manager): prevent Z-Image LoRAs from being misclassified as main models (#8754)
* fix(model_manager): prevent Z-Image LoRAs from being misclassified as main models

Z-Image LoRAs containing keys like `diffusion_model.context_refiner.*` were being
incorrectly classified as main checkpoint models instead of LoRAs. This happened
because the `_has_z_image_keys()` function checked for Z-Image specific keys
(like `context_refiner`) without verifying if the file was actually a LoRA.

Since main models have higher priority than LoRAs in the classification sort order,
the incorrect main model classification would win.

The fix adds detection of LoRA-specific weight suffixes (`.lora_down.weight`,
`.lora_up.weight`, `.lora_A.weight`, `.lora_B.weight`, `.dora_scale`) and returns
False if any are found, ensuring LoRAs are correctly classified.

* refactor(mm): simplify _has_z_image_keys with early return

Return True directly when a Z-Image key is found instead of using an
intermediate variable.
2026-01-14 22:35:17 -05:00
Alexander Eichhorn
bb6c544603 feat(z-image): add Seed Variance Enhancer node and Linear UI integration (#8753)
* feat(z-image): add Seed Variance Enhancer node and Linear UI integration

Add a new conditioning node for Z-Image models that injects seed-based
noise into text embeddings to increase visual variation between seeds.

Backend:
- New invocation: z_image_seed_variance_enhancer.py
- Parameters: strength (0-2), randomize_percent (1-100%), seed

Frontend:
- State management in paramsSlice with selectors and reducers
- UI components in SeedVariance/ folder with toggle and sliders
- Integration in GenerationSettingsAccordion (Advanced Options)
- Graph builder integration in buildZImageGraph.ts
- Metadata recall handlers for remix functionality
- Translations and tooltip descriptions

Based on: github.com/Pfannkuchensack/invokeai-z-image-seed-variance-enhancer

* chore: ruff and typegen fix

* chore: ruff and typegen fix

* Revise seedVarianceStrength explanation

Updated description for seedVarianceStrength.

* Update description for seedVarianceStrength

* fix(z-image): correct noise range comment from [-1, 1] to [-1, 1)

torch.rand() generates [0, 1), so the scaled range excludes 1.
2026-01-12 20:36:21 +01:00
blessedcoolant
8a18914637 chore(CI/CD): Remove codeowners from /docs directory (#8737)
## Summary

This PR removes codeowners from the `/docs` directory, allowing any team
member with repo write permissions to review and approve PRs involving
documentation.

## Related Issues / Discussions

Documentation review is a shared responsibility.

## QA Instructions

None needed.

## Merge Plan

Simple merge.

## Checklist

- [X] _The PR has a short but descriptive title, suitable for a
changelog_
- [ ] _Tests added / updated (if applicable)_
- [ ] _Changes to a redux slice have a corresponding migration_
- [ ] _Documentation added / updated (if applicable)_
- [ ] _Updated `What's New` copy (if doing a release after this PR)_
2026-01-12 15:19:22 +05:30
blessedcoolant
d66df9a0d0 Merge branch 'main' into lstein/chore/codeowners 2026-01-12 15:18:19 +05:30
DustyShoe
5c00684701 Feat(UI): Canvas high level transform smoothing (#8756)
* WIP transform smoothing controls

* Fix transform smoothing control typings

* High level resize algo for transformation

* ESLint fix

* format with prettier

---------

Co-authored-by: Lincoln Stein <lincoln.stein@gmail.com>
2026-01-11 15:48:27 -05:00
DustyShoe
d93ce6ac42 Fix(UI): Canvas numeric brush size (#8761)
* Fix for brush/eraser size not updating on up/down arrow click

* Made further improvements on brush size selection behavior

---------

Co-authored-by: Alexander Eichhorn <alex@eichhorn.dev>
2026-01-11 15:23:06 -05:00
blessedcoolant
13bf5feb4d Fix(UI): Error message for extract region (#8759)
## Summary

This PR fixes misleading popup message "Canvas is empty" when attempting
to extract region with empty mask layer.
Replaced with correct message "Mask layer is empty". Also redirected few
other popups to use translation file.


## Checklist

- [x] _The PR has a short but descriptive title, suitable for a
changelog_
- [ ] _Tests added / updated (if applicable)_
- [ ] _Changes to a redux slice have a corresponding migration_
- [ ] _Documentation added / updated (if applicable)_
- [ ] _Updated `What's New` copy (if doing a release after this PR)_
2026-01-11 21:53:48 +05:30
DustyShoe
53ab178edd Merge branch 'invoke-ai:main' into Fix(UI)--Error-messsage-for-extract-region 2026-01-11 02:13:35 +02:00
DustyShoe
2d8317f1aa Corrected error message and redirected popup messages to use translation file 2026-01-11 02:08:47 +02:00
Lincoln Stein
04f815638c chore(invocation stats): remove old dangling debug statement 2026-01-10 11:32:37 -05:00
Lincoln Stein
d6ad6a2dcb fix(invocation stats): Report delta VRAM for each invocation and fix reporting of RAM cache size 2026-01-10 11:32:37 -05:00
Hosted Weblate
784503e484 translationBot(ui): update translation files
Updated by "Cleanup translation files" hook in Weblate.

translationBot(ui): update translation files

Updated by "Cleanup translation files" hook in Weblate.

Co-authored-by: Hosted Weblate <hosted@weblate.org>
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/
Translation: InvokeAI/Web UI
2026-01-08 16:48:16 -05:00
RyoKoba
da2809b000 translationBot(ui): update translation (Japanese)
Currently translated at 99.6% (2155 of 2163 strings)

Co-authored-by: RyoKoba <kobayashi_ryo@cyberagent.co.jp>
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/ja/
Translation: InvokeAI/Web UI
2026-01-08 16:48:16 -05:00
Weblate (bot)
53c34eb95e ui: translations update from weblate (#8748)
* translationBot(ui): update translation (Italian)

Currently translated at 98.4% (2099 of 2132 strings)

translationBot(ui): update translation (Italian)

Currently translated at 98.4% (2130 of 2163 strings)

translationBot(ui): update translation (Italian)

Currently translated at 98.4% (2130 of 2163 strings)

Co-authored-by: Riccardo Giovanetti <riccardo.giovanetti@gmail.com>
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/it/
Translation: InvokeAI/Web UI

* translationBot(ui): update translation (Japanese)

Currently translated at 99.6% (2155 of 2163 strings)

Co-authored-by: RyoKoba <kobayashi_ryo@cyberagent.co.jp>
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/ja/
Translation: InvokeAI/Web UI

* translationBot(ui): update translation files

Updated by "Cleanup translation files" hook in Weblate.

translationBot(ui): update translation files

Updated by "Cleanup translation files" hook in Weblate.

Co-authored-by: Hosted Weblate <hosted@weblate.org>
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/
Translation: InvokeAI/Web UI

* translationBot(ui): update translation (Italian)

Currently translated at 98.4% (2103 of 2136 strings)

Co-authored-by: Riccardo Giovanetti <riccardo.giovanetti@gmail.com>
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/it/
Translation: InvokeAI/Web UI

* translationBot(ui): added translation (English (United Kingdom))

* translationBot(ui): update translation files

Updated by "Cleanup translation files" hook in Weblate.

Translation: InvokeAI/Web UI
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/

---------

Co-authored-by: Riccardo Giovanetti <riccardo.giovanetti@gmail.com>
Co-authored-by: RyoKoba <kobayashi_ryo@cyberagent.co.jp>
Co-authored-by: Lincoln Stein <lincoln.stein@gmail.com>
2026-01-08 15:56:33 -05:00
Weblate (bot)
18fc822d37 ui: translations update from weblate (#8747)
* translationBot(ui): update translation (Italian)

Currently translated at 98.4% (2099 of 2132 strings)

translationBot(ui): update translation (Italian)

Currently translated at 98.4% (2130 of 2163 strings)

translationBot(ui): update translation (Italian)

Currently translated at 98.4% (2130 of 2163 strings)

Co-authored-by: Riccardo Giovanetti <riccardo.giovanetti@gmail.com>
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/it/
Translation: InvokeAI/Web UI

* translationBot(ui): update translation (Japanese)

Currently translated at 99.6% (2155 of 2163 strings)

Co-authored-by: RyoKoba <kobayashi_ryo@cyberagent.co.jp>
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/ja/
Translation: InvokeAI/Web UI

* translationBot(ui): update translation files

Updated by "Cleanup translation files" hook in Weblate.

translationBot(ui): update translation files

Updated by "Cleanup translation files" hook in Weblate.

Co-authored-by: Hosted Weblate <hosted@weblate.org>
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/
Translation: InvokeAI/Web UI

* translationBot(ui): update translation (Italian)

Currently translated at 98.4% (2103 of 2136 strings)

Co-authored-by: Riccardo Giovanetti <riccardo.giovanetti@gmail.com>
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/it/
Translation: InvokeAI/Web UI

* translationBot(ui): added translation (English (United Kingdom))

* translationBot(ui): update translation files

Updated by "Cleanup translation files" hook in Weblate.

Translation: InvokeAI/Web UI
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/

---------

Co-authored-by: Riccardo Giovanetti <riccardo.giovanetti@gmail.com>
Co-authored-by: RyoKoba <kobayashi_ryo@cyberagent.co.jp>
Co-authored-by: Lincoln Stein <lincoln.stein@gmail.com>
2026-01-08 20:31:33 +00:00
Lincoln Stein
89dc50bd7c Chore: Fix weblate merge conflicts (#8744)
* translationBot(ui): update translation (Italian)

Currently translated at 98.4% (2099 of 2132 strings)

translationBot(ui): update translation (Italian)

Currently translated at 98.4% (2130 of 2163 strings)

translationBot(ui): update translation (Italian)

Currently translated at 98.4% (2130 of 2163 strings)

Co-authored-by: Riccardo Giovanetti <riccardo.giovanetti@gmail.com>
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/it/
Translation: InvokeAI/Web UI

* translationBot(ui): update translation (Japanese)

Currently translated at 99.6% (2155 of 2163 strings)

Co-authored-by: RyoKoba <kobayashi_ryo@cyberagent.co.jp>
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/ja/
Translation: InvokeAI/Web UI

* translationBot(ui): update translation files

Updated by "Cleanup translation files" hook in Weblate.

translationBot(ui): update translation files

Updated by "Cleanup translation files" hook in Weblate.

Co-authored-by: Hosted Weblate <hosted@weblate.org>
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/
Translation: InvokeAI/Web UI

* translationBot(ui): update translation (Italian)

Currently translated at 98.4% (2103 of 2136 strings)

Co-authored-by: Riccardo Giovanetti <riccardo.giovanetti@gmail.com>
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/it/
Translation: InvokeAI/Web UI

* chore: add weblate.ini file to gitignore

* Fix duplicate entry in ja.json

Removed duplicate 'jump' entry in Japanese locale.

---------

Co-authored-by: Riccardo Giovanetti <riccardo.giovanetti@gmail.com>
Co-authored-by: RyoKoba <kobayashi_ryo@cyberagent.co.jp>
Co-authored-by: Hosted Weblate <hosted@weblate.org>
2026-01-08 15:25:11 -05:00
Lincoln Stein
d34655fd58 Fix(model manager): Improve calculation of Z-Image VAE working memory needs (#8740)
* Fix Z-Image VAE encode/decode to request working memory

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>

* fix: remove check for non-flux vae

* fix: remove check for non-flux vae: latents_to_image

* Remove conditional estimation tests

---------

Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: lstein <111189+lstein@users.noreply.github.com>
2026-01-08 17:48:09 +00:00
Lincoln Stein
c1a8300e96 chore(release): bump development version to 6.10.0.post1 (#8745)
* chore(release): bump development version 6.10.0post1

* chore: fix version syntax
2026-01-08 12:42:11 -05:00
Lincoln Stein
9c5b2f6498 (chore) Bump to version 6.10.0 (#8742)
* (chore) Prep for v6.10.0rc2

* (chore) bump to version v6.10.0
2026-01-05 23:47:57 -05:00
Alexander Eichhorn
dbb4a07a8f feat(z-image): add add_noise option to Z-Image Denoise (#8739)
* feat(z-image): add `add_noise` option to Z-Image Denoise

Add the same `add_noise` option that exists in FLUX Denoise to Z-Image Denoise.
When set to false, no noise is added to the input latents during image-to-image,
allowing for more controlled transformations.
2026-01-05 21:24:44 -05:00
Lincoln Stein
f66a1a38c8 Merge branch 'main' into lstein/chore/codeowners 2026-01-05 15:16:33 -05:00
Alexander Eichhorn
be2635161c Feature: z-image + metadata node (#8733)
## Summary

Add a new "Denoise - Z-Image + Metadata" node
(`ZImageDenoiseMetaInvocation`) that extends the Z-Image denoise node
with metadata output for image recall functionality.

This follows the same pattern as existing `denoise_latents_meta`
(SD1.5/SDXL) and `flux_denoise_meta` (FLUX) nodes.

**Captured metadata:**
- `width` / `height`
- `steps`
- `guidance` (guidance_scale)
- `denoising_start` / `denoising_end`
- `scheduler`
- `model` (transformer)
- `seed`
- `loras` (if applied)

## Related Issues / Discussions

Enables metadata recall for Z-Image generated images, similar to
existing support for SD1.5, SDXL, and FLUX models.

## QA Instructions

1. Create a workflow using the new "Denoise - Z-Image + Metadata" node
2. Connect the metadata output to a "Save Image" node
3. Generate an image
4. Check that metadata is saved with the image (visible in image info
panel)
5. Verify all generation parameters are captured correctly

## Merge Plan

Requires `feature/zimage-scheduler-support` #8705 branch to be merged
first (base branch).

## Checklist

- [x] _The PR has a short but descriptive title, suitable for a
changelog_
- [ ] _Tests added / updated (if applicable)_
- [ ] _Changes to a redux slice have a corresponding migration_
- [ ] _Documentation added / updated (if applicable)_
- [ ] _Updated `What's New` copy (if doing a release after this PR)_
2026-01-05 01:56:22 +01:00
Alexander Eichhorn
384a1a689d Merge branch 'main' into z-image_metadata_node 2026-01-05 01:50:28 +01:00
Lincoln Stein
0021404639 chore: remove dangling debug statements (#8738) 2026-01-05 00:47:46 +00:00
Alexander Eichhorn
a05a626644 Fix typegen 2026-01-05 01:42:49 +01:00
Alexander Eichhorn
97b82d752e Add configurable model cache timeout for automatic memory management (#8693)
## Summary

Adds `model_cache_keep_alive_min` config option (minutes, default 5) to
automatically clear model cache after inactivity. Addresses memory
contention when running InvokeAI alongside other GPU applications like
Ollama.

**Implementation:**
- **Config**: New `model_cache_keep_alive_min` field in
`InvokeAIAppConfig` with 5-minute default
- **ModelCache**: Activity tracking on get/lock/unlock/put operations,
threading.Timer for scheduled clearing
- **Thread safety**: Double-check pattern handles race conditions,
daemon threads for clean shutdown
- **Integration**: ModelManagerService passes config to cache, calls
shutdown() on stop
- **Logging**: Smart timeout logging that only shows messages when
unlocked models are actually cleared
- **Tests**: Comprehensive unit tests with properly configured mock
logger

**Usage:**
```yaml
# invokeai.yaml
model_cache_keep_alive_min: 10  # Clear after 10 minutes idle
model_cache_keep_alive_min: 0   # Set to 0 for indefinite caching (old behavior)
```

**Key Behavior:**
- **Default timeout**: 5 minutes - models are automatically cleared
after 5 minutes of inactivity
- Clearing uses same logic as "Clear Model Cache" button (make_room with
1000GB)
- Only clears **unlocked** models (respects models actively in use
during generation)
- Timeout message only appears when models are actually cleared
- Debug logging available for timeout events when no action is taken
- Prevents misleading log entries during active generation
- Users can set to 0 to restore indefinite caching behavior

## Related Issues / Discussions

Addresses enhancement request for automatic model unloading from memory
after inactivity period.

## QA Instructions

1. **Test default behavior (5-minute timeout)**:
   - Start InvokeAI without explicit config
   - Run a generation
   - Wait 6 minutes with no activity
   - Check logs for "Clearing X unlocked model(s) from cache" message
   - Verify cache is empty

2. **Test custom timeout**:
   - Set `model_cache_keep_alive_min: 0.1` (6 seconds) in config
   - Load a model (run generation)
   - Wait 7+ seconds with no activity
   - Check logs for "Clearing X unlocked model(s) from cache" message
   - Verify cache is empty

3. **Test no timeout (old behavior)**:
   - Set `model_cache_keep_alive_min: 0` in config
   - Run generations and wait extended periods
   - Verify models remain cached indefinitely

4. **Test during active use**:
   - Run continuous generations with any timeout setting
- Verify no timeout messages appear during active use (models are
locked)
- After generation completes, wait for timeout and verify unlocked
models are cleared

## Merge Plan

N/A - Additive change with sensible defaults. The 5-minute default
enables automatic memory management while remaining practical for
typical workflows.

## Checklist

- [x] _The PR has a short but descriptive title, suitable for a
changelog_
- [x] _Tests added / updated (if applicable)_
- [ ] _Changes to a redux slice have a corresponding migration_
- [x] _Documentation added / updated (if applicable)_
- [ ] _Updated `What's New` copy (if doing a release after this PR)_

<!-- START COPILOT ORIGINAL PROMPT -->



<details>

<summary>Original prompt</summary>

> 
> ----
> 
> *This section details on the original issue you should resolve*
> 
> <issue_title>[enhancement]: option to unload from memory
</issue_title>
> <issue_description>### Is there an existing issue for this?
> 
> - [X] I have searched the existing issues
> 
> ### Contact Details
> 
> ### What should this feature add?
> 
> a command line option to unload model from RAM after a defined period
of time
> 
> ### Alternatives
> 
> running as a container and using Sablier to shutdown the container
after some time, this has the downside of if traffic isn't see through
the web interface it will be shut even if jobs are running.
> 
> ### Additional Content
> 
> _No response_</issue_description>
> 
> ## Comments on the Issue (you are @copilot in this section)
> 
> <comments>
> <comment_new><author>@lstein</author><body>
> I am reopening this issue. I'm running ollama and invoke on the same
server and I find their memory requirements are frequently clashing. It
would be helpful to offer users the option to have the model cache
automatically cleared after a fixed amount of inactivity. I would
suggest the following:
> 
> 1. Introduce a new config file option `model_cache_keep_alive` which
specifies, in minutes, how long to keep a model in cache between
generations. The default is 0, which means to keep the model in cache
indefinitely, as is currently the case.
> 2. If no model generations occur within the timeout period, the model
cache is cleared using the same backend code as the "Clear Model Cache"
button in the queue tab.
> 
> I'm going to assign this to GitHub copilot, partly to test how well it
can manage the Invoke code base. </body></comment_new>
> </comments>
> 


</details>



<!-- START COPILOT CODING AGENT SUFFIX -->

- Fixes invoke-ai/InvokeAI#6856

<!-- START COPILOT CODING AGENT TIPS -->
---

 Let Copilot coding agent [set things up for
you](https://github.com/invoke-ai/InvokeAI/issues/new?title=+Set+up+Copilot+instructions&body=Configure%20instructions%20for%20this%20repository%20as%20documented%20in%20%5BBest%20practices%20for%20Copilot%20coding%20agent%20in%20your%20repository%5D%28https://gh.io/copilot-coding-agent-tips%29%2E%0A%0A%3COnboard%20this%20repo%3E&assignees=copilot)
— coding agent works faster and does higher quality work when set up for
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2026-01-05 01:41:40 +01:00
Alexander Eichhorn
f29820a7ba feat(ui): improve Z-Image model selector UX with auto-clearing conflicts
Instead of disabling mutually exclusive model selectors, automatically
clear conflicting models when a new selection is made. This applies to
VAE, Qwen3 Encoder, and Qwen3 Source selectors - selecting one now
clears the others. Also applies same logic during metadata recall.
2026-01-05 00:57:45 +01:00
Lincoln Stein
47a634d8fb fix(naming style) change name of model_cache_keep_alive to model_cache_keep_alive_min 2026-01-04 17:36:55 -05:00
Lincoln Stein
768f3dbde0 chore: remove codeowners from /docs directory 2026-01-04 17:08:45 -05:00
Alexander Eichhorn
1ca589ea10 Merge branch 'main' into z-image_metadata_node 2026-01-04 23:07:06 +01:00
Jonathan
3a21e7699f Merge branch 'main' into copilot/add-unload-model-option 2026-01-04 10:22:44 -05:00
Lincoln Stein
56fd7bc7c4 docs(z-image) add Z-Image requirements and starter bundle (#8734)
* docs(z-image) add minimum requirements for Z-Image and create Z-Image starter bundle

* fix(model manager) add flux VAE to Z-Image bundle

* docs(model manager) remove out-of-date model info link

* chore: fix frontendchecks

* chore: lint:prettier

* docs(model manager): clarify minimum hardware for z-image turbo

* (fix) add flux VAE to ZIT starter dependencies & tweak UI docs
2026-01-04 10:17:26 -05:00
Lincoln Stein
2425005aad chore: typegen update 2026-01-04 09:28:43 -05:00
Lincoln Stein
2ccadd1834 Merge branch 'main' into z-image_metadata_node 2026-01-04 07:03:25 -05:00
Lincoln Stein
5cef8bd364 (fix) default timeout to 0 min, to disable timeout feature and restore previous default behavior 2026-01-04 07:01:01 -05:00
Lincoln Stein
8a6d593fe8 Merge branch 'main' into copilot/add-unload-model-option 2026-01-03 22:48:36 -05:00
Lincoln Stein
14309562b8 chore: typegen 2026-01-03 22:48:19 -05:00
Alexander Eichhorn
9f8f9965f9 fix(model-loaders): add local_files_only=True to prevent network requests (#8735) 2026-01-03 22:21:42 -05:00
Jonathan
44a21a348d Merge branch 'main' into copilot/add-unload-model-option 2026-01-03 22:00:11 -05:00
Alexander Eichhorn
81d83d5aab Merge branch 'main' into z-image_metadata_node 2026-01-03 23:06:42 +01:00
Alexander Eichhorn
d99707fdcb fix(ui): fix z-image scheduler recall by reordering metadata handlers
Move Scheduler handler after MainModel in ImageMetadataHandlers so that
base-dependent recall logic (z-image scheduler) works correctly. The
Scheduler handler checks `base === 'z-image'` before dispatching the
z-image scheduler action, but this check failed when Scheduler ran
before MainModel was recalled.
2026-01-03 22:33:18 +01:00
dunkeroni
252dd5b426 Add @dunkeroni as code owner for some paths (#8732)
Co-authored-by: Lincoln Stein <lincoln.stein@gmail.com>
2026-01-03 20:56:21 +00:00
Alexander Eichhorn
f922f6c634 Update CODEOWNERS (#8731)
Co-authored-by: Lincoln Stein <lincoln.stein@gmail.com>
2026-01-03 20:53:16 +00:00
Alexander Eichhorn
be0cbe046c feat(flux): add scheduler selection for Flux models (#8704)
* feat(flux): add scheduler selection for Flux models

Add support for alternative diffusers Flow Matching schedulers:
- Euler (default, 1st order)
- Heun (2nd order, better quality, 2x slower)
- LCM (optimized for few steps)

Backend:
- Add schedulers.py with scheduler type definitions and class mapping
- Modify denoise.py to accept optional scheduler parameter
- Add scheduler InputField to flux_denoise invocation (v4.2.0)

Frontend:
- Add fluxScheduler to Redux state and paramsSlice
- Create ParamFluxScheduler component for Linear UI
- Add scheduler to buildFLUXGraph for generation

* fix(flux): prevent progress percentage overflow with LCM scheduler

LCM scheduler may have more internal timesteps than user-facing steps,
causing user_step to exceed total_steps. This resulted in progress
percentage > 1.0, which caused a pydantic validation error.

Fix: Only call step_callback when user_step <= total_steps.

* Ruff format

* fix(flux): remove initial step-0 callback for consistent step count

Remove the initial step_callback at step=0 to match SD/SDXL behavior.
Previously Flux showed N+1 steps (step 0 + N denoising steps), while
SD/SDXL showed only N steps. Now all models display N steps consistently.

* feat(flux): add scheduler support with metadata recall

- Handle LCM scheduler by using num_inference_steps instead of custom sigmas
- Fix progress bar to show user-facing steps instead of internal scheduler steps
- Pass scheduler parameter to Flux denoise node in graph builder
- Add model-aware metadata recall for Flux scheduler

---------

Co-authored-by: Jonathan <34005131+JPPhoto@users.noreply.github.com>
Co-authored-by: Lincoln Stein <lincoln.stein@gmail.com>
2026-01-03 15:52:00 -05:00
Jonathan
e39b880f6d Merge branch 'main' into copilot/add-unload-model-option 2026-01-03 15:41:59 -05:00
Jonathan
4f8ec07d2f Update CODEOWNERS (#8728)
Adding @JPPhoto to CODEOWNERS

Co-authored-by: Lincoln Stein <lincoln.stein@gmail.com>
2026-01-03 20:40:27 +00:00
Alexander Eichhorn
689953e3cf Feature/zimage scheduler support (#8705)
* feat(flux): add scheduler selection for Flux models

Add support for alternative diffusers Flow Matching schedulers:
- Euler (default, 1st order)
- Heun (2nd order, better quality, 2x slower)
- LCM (optimized for few steps)

Backend:
- Add schedulers.py with scheduler type definitions and class mapping
- Modify denoise.py to accept optional scheduler parameter
- Add scheduler InputField to flux_denoise invocation (v4.2.0)

Frontend:
- Add fluxScheduler to Redux state and paramsSlice
- Create ParamFluxScheduler component for Linear UI
- Add scheduler to buildFLUXGraph for generation

* feat(z-image): add scheduler selection for Z-Image models

Add support for alternative diffusers Flow Matching schedulers for Z-Image:
- Euler (default) - 1st order, optimized for Z-Image-Turbo (8 steps)
- Heun (2nd order) - Better quality, 2x slower
- LCM - Optimized for few-step generation

Backend:
- Extend schedulers.py with Z-Image scheduler types and mapping
- Add scheduler InputField to z_image_denoise invocation (v1.3.0)
- Refactor denoising loop to support diffusers schedulers

Frontend:
- Add zImageScheduler to Redux state in paramsSlice
- Create ParamZImageScheduler component for Linear UI
- Add scheduler to buildZImageGraph for generation

* fix ruff check

* fix(schedulers): prevent progress percentage overflow with LCM scheduler

LCM scheduler may have more internal timesteps than user-facing steps,
causing user_step to exceed total_steps. This resulted in progress
percentage > 1.0, which caused a pydantic validation error.

Fix: Only call step_callback when user_step <= total_steps.

* Ruff format

* fix(schedulers): remove initial step-0 callback for consistent step count

Remove the initial step_callback at step=0 to match SD/SDXL behavior.
Previously Flux/Z-Image showed N+1 steps (step 0 + N denoising steps),
while SD/SDXL showed only N steps. Now all models display N steps
consistently in the server log.

* feat(z-image): add scheduler support with metadata recall

- Handle LCM scheduler by using num_inference_steps instead of custom sigmas
- Fix progress bar to show user-facing steps instead of internal scheduler steps
- Pass scheduler parameter to Z-Image denoise node in graph builder
- Add model-aware metadata recall for Flux and Z-Image schedulers

---------

Co-authored-by: Jonathan <34005131+JPPhoto@users.noreply.github.com>
Co-authored-by: Lincoln Stein <lincoln.stein@gmail.com>
2026-01-03 20:37:04 +00:00
Lincoln Stein
61c2589e39 (chore) update WhatsNew translation text (#8727) 2026-01-03 20:31:50 +00:00
Lincoln Stein
8cf4c6944a (style) ruff fix 2026-01-03 14:54:15 -05:00
Lincoln Stein
db228ddc4f (style) add @record_activity and @synchronized to locked methods 2026-01-03 14:52:31 -05:00
Lincoln Stein
858c94b575 Merge remote-tracking branch 'refs/remotes/origin/copilot/add-unload-model-option' into copilot/add-unload-model-option 2026-01-03 14:26:20 -05:00
Alexander Eichhorn
252794d717 ruff fix 2026-01-03 19:50:08 +01:00
Alexander Eichhorn
7847ccea13 fix typegen 2026-01-03 19:48:11 +01:00
Alexander Eichhorn
1bcf589d19 feat(z-image): add Z-Image Denoise + Metadata node
Add ZImageDenoiseMetaInvocation that extends ZImageDenoiseInvocation
with metadata output for image recall. Captures generation parameters
including steps, guidance, scheduler, seed, model, and LoRAs.
2026-01-03 18:28:17 +01:00
Alexander Eichhorn
132a48497b feat(z-image): add scheduler support with metadata recall
- Handle LCM scheduler by using num_inference_steps instead of custom sigmas
- Fix progress bar to show user-facing steps instead of internal scheduler steps
- Pass scheduler parameter to Z-Image denoise node in graph builder
- Add model-aware metadata recall for Flux and Z-Image schedulers
2026-01-03 17:11:05 +01:00
Jonathan
f49e1b8dae Merge branch 'main' into copilot/add-unload-model-option 2026-01-01 21:31:08 -05:00
Jonathan
e7233efb79 Merge branch 'main' into feature/zimage-scheduler-support 2026-01-01 21:30:44 -05:00
Alexander Eichhorn
3b2d2ef10a fix(gguf): ensure dequantized tensors are on correct device for MPS (#8713)
When using GGUF-quantized models on MPS (Apple Silicon), the
dequantized tensors could end up on a different device than the
other operands in math operations, causing "Expected all tensors
to be on the same device" errors.

This fix ensures that after dequantization, tensors are moved to
the same device as the other tensors in the operation.

Co-authored-by: Lincoln Stein <lincoln.stein@gmail.com>
2026-01-02 00:45:50 +00:00
Alexander Eichhorn
66974841f1 fix(model-manager): support offline Qwen3 tokenizer loading for Z-Image (#8719)
Add local_files_only fallback for Qwen3 tokenizer loading in both
Checkpoint and GGUF loaders. This ensures Z-Image models can generate
images offline after the initial tokenizer download.

The tokenizer is now loaded with local_files_only=True first, falling
back to network download only if files aren't cached yet.

Fixes #8716

Co-authored-by: Lincoln Stein <lincoln.stein@gmail.com>
2026-01-02 00:40:08 +00:00
Lincoln Stein
87608ade45 (chore) update config docstrings 2026-01-01 19:35:15 -05:00
Weblate (bot)
1e83aeeb79 ui: translations update from weblate (#8725)
* translationBot(ui): update translation (Italian)

Currently translated at 98.4% (2099 of 2132 strings)

translationBot(ui): update translation (Italian)

Currently translated at 98.4% (2130 of 2163 strings)

translationBot(ui): update translation (Italian)

Currently translated at 98.4% (2130 of 2163 strings)

Co-authored-by: Riccardo Giovanetti <riccardo.giovanetti@gmail.com>
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/it/
Translation: InvokeAI/Web UI

* translationBot(ui): update translation (Japanese)

Currently translated at 99.6% (2155 of 2163 strings)

Co-authored-by: RyoKoba <kobayashi_ryo@cyberagent.co.jp>
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/ja/
Translation: InvokeAI/Web UI

* translationBot(ui): update translation files

Updated by "Cleanup translation files" hook in Weblate.

translationBot(ui): update translation files

Updated by "Cleanup translation files" hook in Weblate.

Co-authored-by: Hosted Weblate <hosted@weblate.org>
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/
Translation: InvokeAI/Web UI

* translationBot(ui): update translation (Italian)

Currently translated at 98.4% (2103 of 2136 strings)

Co-authored-by: Riccardo Giovanetti <riccardo.giovanetti@gmail.com>
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/it/
Translation: InvokeAI/Web UI

* translationBot(ui): added translation (English (United Kingdom))

---------

Co-authored-by: Riccardo Giovanetti <riccardo.giovanetti@gmail.com>
Co-authored-by: RyoKoba <kobayashi_ryo@cyberagent.co.jp>
Co-authored-by: Lincoln Stein <lincoln.stein@gmail.com>
2026-01-02 00:35:09 +00:00
Alex Yankov
1c76d295a2 fix(docs) Bump versions in mkdocs github actions (#8722) 2026-01-01 19:31:33 -05:00
Lincoln Stein
384250ff8c Merge branch 'main' into copilot/add-unload-model-option 2026-01-01 19:28:45 -05:00
Lincoln Stein
6c3ce8e7e9 Merge branch 'main' into feature/zimage-scheduler-support 2026-01-01 19:08:56 -05:00
Weblate (bot)
d658ef4322 ui: translations update from weblate (#8724)
* translationBot(ui): update translation (Italian)

Currently translated at 98.4% (2099 of 2132 strings)

translationBot(ui): update translation (Italian)

Currently translated at 98.4% (2130 of 2163 strings)

translationBot(ui): update translation (Italian)

Currently translated at 98.4% (2130 of 2163 strings)

Co-authored-by: Riccardo Giovanetti <riccardo.giovanetti@gmail.com>
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/it/
Translation: InvokeAI/Web UI

* translationBot(ui): update translation (Japanese)

Currently translated at 99.6% (2155 of 2163 strings)

Co-authored-by: RyoKoba <kobayashi_ryo@cyberagent.co.jp>
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/ja/
Translation: InvokeAI/Web UI

* translationBot(ui): update translation files

Updated by "Cleanup translation files" hook in Weblate.

translationBot(ui): update translation files

Updated by "Cleanup translation files" hook in Weblate.

Co-authored-by: Hosted Weblate <hosted@weblate.org>
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/
Translation: InvokeAI/Web UI

* translationBot(ui): update translation (Italian)

Currently translated at 98.4% (2103 of 2136 strings)

Co-authored-by: Riccardo Giovanetti <riccardo.giovanetti@gmail.com>
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/it/
Translation: InvokeAI/Web UI

---------

Co-authored-by: Riccardo Giovanetti <riccardo.giovanetti@gmail.com>
Co-authored-by: RyoKoba <kobayashi_ryo@cyberagent.co.jp>
2025-12-30 13:21:36 -05:00
Alexander Eichhorn
8d880ef5a0 fix(schedulers): remove initial step-0 callback for consistent step count
Remove the initial step_callback at step=0 to match SD/SDXL behavior.
Previously Flux/Z-Image showed N+1 steps (step 0 + N denoising steps),
while SD/SDXL showed only N steps. Now all models display N steps
consistently in the server log.
2025-12-29 12:39:39 +01:00
Lincoln Stein
c6775cc999 (style) ruff and typegen updates 2025-12-28 22:40:36 -05:00
Lincoln Stein
d44b99ae0a Merge branch 'main' into copilot/add-unload-model-option 2025-12-28 22:39:45 -05:00
blessedcoolant
1675712094 Implement PBR Maps Node (#8700)
* feat: Implement PBR Maps Generation Node

* feat(ui): Add PBR Maps Generation to UI

* chore: fix typegen checks

* chore: possible fix for nvidia 5000 series cards

* fix: Use safetensor models for PBR maps instead of pickles.

* fix: incorrect naming of upconv_block for PBR network

* fix: incorrect naming of displacement map variable

* chore: add relevant docs to the PBR generate function

* fix: clear cuda cache after loading state_dict for PBR maps

* fix: load torch_device only once as multiple models are loaded

* chore(ui): update the filter icon for PBR to CubeBold

More relevant

---------

Co-authored-by: Lincoln Stein <lincoln.stein@gmail.com>
2025-12-29 02:11:46 +00:00
Kyle H
2924d052c5 Fix an issue with regional guidance and multiple quick-queued generations after moving bbox (#8613)
* Fix an issue with multiple quick-queued generations after moving bbox

After moving the canvas bbox we still handed out the previous regional-guidance mask because only two parts of the system knew anything had changed. The adapter’s
cache key doesn’t include the bbox, so the next few graph builds reused the stale mask from before the move; if the user queued several runs back‑to‑back, every
background enqueue except the last skipped rerasterizing altogether because another raster job was still in flight. The fix makes the canvas manager invalidate each
region adapter’s cached mask whenever the bbox (or a related setting) changes, and—if a reraster is already running—queues up and waits instead of bailing. Now the
first run after a bbox edit forces a new mask, and rapid-fire enqueues just wait their turn, so every queued generation gets the correct regional prompt.

* (fix) Update invokeai/frontend/web/src/features/controlLayers/konva/CanvasStateApiModule.ts

Fixes race condition identified during copilot review.

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Update invokeai/frontend/web/src/features/controlLayers/konva/CanvasStateApiModule.ts

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Apply suggestions from code review

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

---------

Co-authored-by: Lincoln Stein <lincoln.stein@gmail.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
2025-12-29 02:01:21 +00:00
Lincoln Stein
f1624a6215 Merge branch 'main' into copilot/add-unload-model-option 2025-12-28 20:38:42 -05:00
Alexander Eichhorn
b7e28e4fa6 fix(ui): make Z-Image model selects mutually exclusive (#8717)
* fix(ui): make Z-Image model selects mutually exclusive

VAE and Qwen3 Encoder selects are disabled when Qwen3 Source is selected,
and vice versa. This prevents invalid model combinations.

* feat(ui): auto-select Z-Image component models on model change

When switching to a Z-Image model, automatically set valid defaults
if no configuration exists:
- Prefers Qwen3 Source (Diffusers model) if available
- Falls back to Qwen3 Encoder + FLUX VAE combination

This ensures the generate button is enabled immediately after selecting
a Z-Image model, without requiring manual configuration.

* fix(ui): save and restore Qwen3 Source model in metadata

Qwen3 Source (Diffusers Z-Image) model was not being saved to image
metadata or restored during Remix. This adds:
- Saving qwen3_source to metadata in buildZImageGraph
- ZImageQwen3SourceModel metadata handler for parsing and recall
- i18n translation for qwen3Source
2025-12-28 20:25:35 -05:00
Alexander Eichhorn
d7d051200f fix(z_image): use unrestricted image self-attention for regional prompting (#8718)
Changes image self-attention from restricted (region-isolated) to unrestricted
(all image tokens can attend to each other), similar to the FLUX approach.

This fixes the issue where ZImage-Turbo with multiple regional guidance layers
would generate two separate/disconnected images instead of compositing them
into a single unified image.

The regional text-image attention remains restricted so that each region still
responds to its corresponding prompt.

Fixes #8715
2025-12-28 11:32:50 -05:00
Alexander Eichhorn
0f830ddd00 Ruff format 2025-12-28 12:37:21 +01:00
Alexander Eichhorn
9617140b7f Merge branch 'feature/zimage-scheduler-support' of https://github.com/Pfannkuchensack/InvokeAI into feature/zimage-scheduler-support 2025-12-28 12:29:19 +01:00
Alexander Eichhorn
bc4783028f Merge branch 'main' into feature/zimage-scheduler-support 2025-12-28 12:29:14 +01:00
Alexander Eichhorn
16fedfb538 fix(schedulers): prevent progress percentage overflow with LCM scheduler
LCM scheduler may have more internal timesteps than user-facing steps,
causing user_step to exceed total_steps. This resulted in progress
percentage > 1.0, which caused a pydantic validation error.

Fix: Only call step_callback when user_step <= total_steps.
2025-12-28 12:22:28 +01:00
Lincoln Stein
d781a3b8a2 Merge branch 'main' into copilot/add-unload-model-option 2025-12-27 23:27:19 -05:00
blessedcoolant
7182ff26dc fix(ui): misaligned Color Compensation Option (#8714) 2025-12-27 23:11:48 -05:00
Lincoln Stein
95ee27d5c0 Merge branch 'main' into copilot/add-unload-model-option 2025-12-27 21:56:55 -05:00
Lincoln Stein
b4f05d3fe7 Merge branch 'main' into feature/zimage-scheduler-support 2025-12-27 21:50:05 -05:00
Josh Corbett
8deafabe6b feat(prompts): 💄 increase prompt font size (#8712)
* feat(prompts): 💄 increase prompt font size

* style(prompts): 🚨 satisfy linter
2025-12-27 21:18:23 -05:00
copilot-swe-agent[bot]
1bd1c76a2c Change default model_cache_keep_alive to 5 minutes
Changed the default value of model_cache_keep_alive from 0 (indefinite)
to 5 minutes as requested. This means models will now be automatically
cleared from cache after 5 minutes of inactivity by default, unless
users explicitly configure a different value.

Users can still set it to 0 in their config to get the old behavior
of keeping models indefinitely.

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>
2025-12-28 02:11:20 +00:00
Lincoln Stein
56fd1da888 Merge branch 'main' into copilot/add-unload-model-option 2025-12-27 21:08:17 -05:00
Alexander Eichhorn
0956ce0cd3 Merge branch 'main' into feature/zimage-scheduler-support 2025-12-28 00:44:10 +01:00
blessedcoolant
d42bf9c941 fix(model-manager): add Z-Image LoRA/DoRA detection support (#8709)
## Summary

Fix Z-Image LoRA/DoRA model detection failing during installation.

Z-Image LoRAs use different key patterns than SD/SDXL LoRAs. The base
`LoRA_LyCORIS_Config_Base` class only checked for key suffixes like
`lora_A.weight` and `lora_B.weight`, but Z-Image LoRAs (especially those
in DoRA format) use:
- `lora_down.weight` / `lora_up.weight` (standard LoRA format)
- `dora_scale` (DoRA weight decomposition)

This PR overrides `_validate_looks_like_lora` in
`LoRA_LyCORIS_ZImage_Config` to recognize Z-Image specific patterns:
- Keys starting with `diffusion_model.layers.` (Z-Image S3-DiT
architecture)
- Keys ending with `lora_down.weight`, `lora_up.weight`,
`lora_A.weight`, `lora_B.weight`, or `dora_scale`

## Related Issues / Discussions

Fixes installation of Z-Image LoRAs trained with DoRA (Weight-Decomposed
Low-Rank Adaptation).

## QA Instructions

1. Download a Z-Image LoRA in DoRA format (e.g., from CivitAI with keys
like `diffusion_model.layers.X.attention.to_k.lora_down.weight`)
2. Try to install the LoRA via Model Manager
3. Verify the model is recognized as a Z-Image LoRA and installs
successfully
4. Verify the LoRA can be applied when generating with Z-Image

## Merge Plan

Standard merge, no special considerations.

## Checklist

- [x] _The PR has a short but descriptive title, suitable for a
changelog_
- [ ] _Tests added / updated (if applicable)_
- [ ] _Changes to a redux slice have a corresponding migration_
- [ ] _Documentation added / updated (if applicable)_
- [ ] _Updated `What's New` copy (if doing a release after this PR)_
2025-12-27 23:10:06 +05:30
Alexander Eichhorn
d403587c7f Merge branch 'fix/z-image-lora-dora-detection' of https://github.com/Pfannkuchensack/InvokeAI into fix/z-image-lora-dora-detection 2025-12-27 09:17:33 +01:00
Alexander Eichhorn
355c985cc3 fix(model-manager): add Z-Image LoRA/DoRA detection and loading support
Two fixes for Z-Image LoRA support:

1. Override _validate_looks_like_lora in LoRA_LyCORIS_ZImage_Config to
   recognize Z-Image specific LoRA formats that use different key patterns
   than SD/SDXL LoRAs. Z-Image LoRAs use lora_down.weight/lora_up.weight
   and dora_scale suffixes instead of lora_A.weight/lora_B.weight.

2. Fix _group_by_layer in z_image_lora_conversion_utils.py to correctly
   group LoRA keys by layer name. The previous logic used rsplit with
   maxsplit=2 which incorrectly grouped keys like:
   - "to_k.alpha" -> layer "diffusion_model.layers.17.attention"
   - "lora_down.weight" -> layer "diffusion_model.layers.17.attention.to_k"

   Now uses suffix matching to ensure all keys for a layer are grouped
   together (alpha, dora_scale, lora_down.weight, lora_up.weight).
2025-12-27 09:17:29 +01:00
Alexander Eichhorn
41742146e2 fix(model-manager): add Z-Image LoRA/DoRA detection support
Override _validate_looks_like_lora in LoRA_LyCORIS_ZImage_Config to
recognize Z-Image specific LoRA formats that use different key patterns
than SD/SDXL LoRAs.

Z-Image LoRAs (including DoRA format) use keys like:
- diffusion_model.layers.X.attention.to_k.lora_down.weight
- diffusion_model.layers.X.attention.to_k.dora_scale

The base LyCORIS config only checked for lora_A.weight/lora_B.weight
suffixes, missing the lora_down.weight/lora_up.weight and dora_scale
patterns used by Z-Image LoRAs.
2025-12-27 07:06:12 +01:00
Jonathan
eb516e1998 Merge branch 'main' into feature/zimage-scheduler-support 2025-12-26 22:06:49 -05:00
Lincoln Stein
0b1befa9ab (chore) Prep for v6.10.0rc2 (#8701) 2025-12-26 18:26:04 -05:00
Alexander Eichhorn
bd678b1c95 fix ruff check 2025-12-26 21:22:46 +01:00
Alexander Eichhorn
56bef0b089 feat(z-image): add scheduler selection for Z-Image models
Add support for alternative diffusers Flow Matching schedulers for Z-Image:
- Euler (default) - 1st order, optimized for Z-Image-Turbo (8 steps)
- Heun (2nd order) - Better quality, 2x slower
- LCM - Optimized for few-step generation

Backend:
- Extend schedulers.py with Z-Image scheduler types and mapping
- Add scheduler InputField to z_image_denoise invocation (v1.3.0)
- Refactor denoising loop to support diffusers schedulers

Frontend:
- Add zImageScheduler to Redux state in paramsSlice
- Create ParamZImageScheduler component for Linear UI
- Add scheduler to buildZImageGraph for generation
2025-12-26 21:15:26 +01:00
Alexander Eichhorn
99fc1243cb feat(flux): add scheduler selection for Flux models
Add support for alternative diffusers Flow Matching schedulers:
- Euler (default, 1st order)
- Heun (2nd order, better quality, 2x slower)
- LCM (optimized for few steps)

Backend:
- Add schedulers.py with scheduler type definitions and class mapping
- Modify denoise.py to accept optional scheduler parameter
- Add scheduler InputField to flux_denoise invocation (v4.2.0)

Frontend:
- Add fluxScheduler to Redux state and paramsSlice
- Create ParamFluxScheduler component for Linear UI
- Add scheduler to buildFLUXGraph for generation
2025-12-26 20:53:59 +01:00
Lincoln Stein
a7205e4e36 Merge branch 'main' into copilot/add-unload-model-option 2025-12-25 21:33:59 -05:00
Alexander Eichhorn
65efc3db7d Feature: Add Z-Image-Turbo regional guidance (#8672)
* feat: Add Regional Guidance support for Z-Image model

Implements regional prompting for Z-Image (S3-DiT Transformer) allowing
different prompts to affect different image regions using attention masks.

Backend changes:
- Add ZImageRegionalPromptingExtension for mask preparation
- Add ZImageTextConditioning and ZImageRegionalTextConditioning data classes
- Patch transformer forward to inject 4D regional attention masks
- Use additive float mask (0.0 attend, -inf block) in bfloat16 for compatibility
- Alternate regional/full attention layers for global coherence

Frontend changes:
- Update buildZImageGraph to support regional conditioning collectors
- Update addRegions to create z_image_text_encoder nodes for regions
- Update addZImageLoRAs to handle optional negCond when guidance_scale=0
- Add Z-Image validation (no IP adapters, no autoNegative)

* @Pfannkuchensack
Fix windows path again

* ruff check fix

* ruff formating

* fix(ui): Z-Image CFG guidance_scale check uses > 1 instead of > 0

Changed the guidance_scale check from > 0 to > 1 for Z-Image models.
Since Z-Image uses guidance_scale=1.0 as "no CFG" (matching FLUX convention),
negative conditioning should only be created when guidance_scale > 1.

---------

Co-authored-by: Lincoln Stein <lincoln.stein@gmail.com>
2025-12-26 02:25:38 +00:00
Lincoln Stein
de1aa557b8 chore: bump version to v6.10.0rc1 (#8695)
* chore: bump version to v6.10.0rc1

* docs: fix names of code owners in release doc
2025-12-26 02:08:14 +00:00
Lincoln Stein
b9493ddce7 Workaround for Windows being unable to remove tmp directories when installing GGUF files (#8699)
* (bugfix)(mm) work around Windows being unable to rmtree tmp directories after GGUF install

* (style) fix ruff error

* (fix) add workaround for Windows Permission Denied on GGUF file move() call

* (fix) perform torch copy() in GGUF reader to avoid deletion failures on Windows

* (style) fix ruff formatting issues
2025-12-26 02:02:39 +00:00
Lincoln Stein
ca14c5c9e1 Merge branch 'main' into copilot/add-unload-model-option 2025-12-25 00:08:28 -05:00
Josh Corbett
ddb85ca669 fix(prompts): 🐛 prompt attention behaviors, add tests (#8683)
* fix(prompts): 🐛 prompt attention adjust elevation edge cases, added tests

* refactor(prompts): ♻️ create attention edit helper for prompt boxes

* feat(prompts):  apply attention keybinds to negative prompt

* feat(prompts): 🚀 reconsider behaviors, simplify code

* fix(prompts): 🐛 keybind attention update not tracked by undo/redo

* feat(prompts):  overhaul prompt attention behavior

* fix(prompts): 🩹 remove unused type

* fix(prompts): 🩹 remove unused `Token` type

---------

Co-authored-by: Lincoln Stein <lincoln.stein@gmail.com>
2025-12-24 17:38:24 -05:00
Lincoln Stein
5b69403ba8 Merge branch 'main' into copilot/add-unload-model-option 2025-12-24 15:39:46 -05:00
Alexander Eichhorn
ac245cbf6c feat(backend): add support for xlabs Flux LoRA format (#8686)
Add support for loading Flux LoRA models in the xlabs format, which uses
keys like `double_blocks.X.processor.{qkv|proj}_lora{1|2}.{down|up}.weight`.

The xlabs format maps:
- lora1 -> img_attn (image attention stream)
- lora2 -> txt_attn (text attention stream)
- qkv -> query/key/value projection
- proj -> output projection

Changes:
- Add FluxLoRAFormat.XLabs enum value
- Add flux_xlabs_lora_conversion_utils.py with detection and conversion
- Update formats.py to detect xlabs format
- Update lora.py loader to handle xlabs format
- Update model probe to accept recognized Flux LoRA formats
- Add unit tests for xlabs format detection and conversion

Co-authored-by: Lincoln Stein <lincoln.stein@gmail.com>
2025-12-24 20:18:11 +00:00
Alexander Eichhorn
5be1e03d73 Feature/user workflow tags (#8698)
* Feature: Add Tag System for user made Workflows

* feat(ui): display tags on workflow library tiles

Show workflow tags at the bottom of each tile in the workflow browser,
making it easier to identify workflow categories at a glance.

---------

Co-authored-by: Lincoln Stein <lincoln.stein@gmail.com>
2025-12-24 14:54:22 -05:00
Josh Corbett
87314142b5 feat(hotkeys modal): loading state + performance improvements (#8694)
* feat(hotkeys modal):  loading state + performance improvements

* feat(hotkeys modal): add tooltip to edit button and adjust layout spacing

* style(hotkeys modal): 🚨 satisfy the linter

---------

Co-authored-by: Lincoln Stein <lincoln.stein@gmail.com>
2025-12-24 14:39:14 -05:00
Alexander Eichhorn
4cb9b8d97d Feature: add prompt template node (#8680)
* feat(nodes): add Prompt Template node

Add a new node that applies Style Preset templates to prompts in workflows.
The node takes a style preset ID and positive/negative prompts as inputs,
then replaces {prompt} placeholders in the template with the provided prompts.

This makes Style Preset templates accessible in Workflow mode, enabling
users to apply consistent styling across their workflow-based generations.

* feat(nodes): add StylePresetField for database-driven preset selection

Adds a new StylePresetField type that enables dropdown selection of
style presets from the database in the workflow editor.

Changes:
- Add StylePresetField to backend (fields.py)
- Update Prompt Template node to use StylePresetField instead of string ID
- Add frontend field type definitions (zod schemas, type guards)
- Create StylePresetFieldInputComponent with Combobox
- Register field in InputFieldRenderer and nodesSlice
- Add translations for preset selection

* fix schema.ts on windows.

* chore(api): regenerate schema.ts after merge

---------

Co-authored-by: Claude <noreply@anthropic.com>
2025-12-24 14:33:16 -05:00
Lincoln Stein
83deb0233e Merge remote-tracking branch 'refs/remotes/origin/copilot/add-unload-model-option' into copilot/add-unload-model-option 2025-12-24 00:44:32 -05:00
Lincoln Stein
8ebb6dd3d9 (chore) regenerate typescript schema 2025-12-24 00:43:06 -05:00
copilot-swe-agent[bot]
b7afd9b5b3 Fix test failures caused by MagicMock TypeError
Configure mock logger to return a valid log level for getEffectiveLevel()
to prevent TypeError when comparing with logging.DEBUG constant.

The issue was that ModelCache._log_cache_state() checks
self._logger.getEffectiveLevel() > logging.DEBUG, and when the logger
is a MagicMock without configuration, getEffectiveLevel() returns another
MagicMock, causing a TypeError when compared with an int.

Fixes all 4 test failures in test_model_cache_timeout.py

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>
2025-12-24 05:42:45 +00:00
copilot-swe-agent[bot]
4987b4da1c Fix timeout message appearing during active generation
Only log "Clearing model cache" message when there are actually unlocked
models to clear. This prevents the misleading message from appearing during
active generation when all models are locked.

Changes:
- Check for unlocked models before logging clear message
- Add count of unlocked models in log message
- Add debug log when all models are locked
- Improves user experience by avoiding confusing messages

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>
2025-12-24 05:31:11 +00:00
Lincoln Stein
a21b7792d8 (chore) regenerate config docstrings 2025-12-24 00:29:48 -05:00
Lincoln Stein
8819cc30be (chore) regenerate schema.ts 2025-12-24 00:28:55 -05:00
Lincoln Stein
9d1de81fe2 (style) correct ruff formatting error 2025-12-24 00:19:25 -05:00
Lincoln Stein
1e15b8c106 Merge branch 'main' into copilot/add-unload-model-option 2025-12-24 00:14:45 -05:00
Alexander Eichhorn
21138e5d52 fix support multi-subfolder downloads for Z-Image Qwen3 encoder (#8692)
* fix(model-install): support multi-subfolder downloads for Z-Image Qwen3 encoder

The Z-Image Qwen3 text encoder requires both text_encoder and tokenizer
subfolders from the HuggingFace repo, but the previous implementation
only downloaded the text_encoder subfolder, causing model identification
to fail.

Changes:
- Add subfolders property to HFModelSource supporting '+' separated paths
- Extend filter_files() and download_urls() to handle multiple subfolders
- Update _multifile_download() to preserve subfolder structure
- Make Qwen3Encoder probe check both nested and direct config.json paths
- Update Qwen3EncoderLoader to handle both directory structures
- Change starter model source to text_encoder+tokenizer

* ruff format

* fix schema description

* fix schema description

---------

Co-authored-by: Lincoln Stein <lincoln.stein@gmail.com>
2025-12-23 23:39:43 -05:00
copilot-swe-agent[bot]
8d76b4e4d4 Fix ruff whitespace errors and improve timeout logging
- Remove all trailing whitespace (W293 errors)
- Add debug logging when timeout fires but activity detected
- Add debug logging when timeout fires but cache is empty
- Only log "Clearing model cache" message when actually clearing
- Prevents misleading timeout messages during active generation

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>
2025-12-24 04:05:57 +00:00
Lincoln Stein
9662d1fdb6 Merge branch 'main' into copilot/add-unload-model-option 2025-12-23 22:48:11 -05:00
Alexander Eichhorn
39114b0ad0 Feature (UI): add model path update for external models (#8675)
* feat(ui): add model path update for external models

Add ability to update file paths for externally managed models (models with
absolute paths). Invoke-controlled models (with relative paths in the models
directory) are excluded from this feature to prevent breaking internal
model management.

- Add ModelUpdatePathButton component with modal dialog
- Only show button for external models (absolute path check)
- Add translations for path update UI elements

* Added support for Windows UNC paths in ModelView.tsx:38-41. The isExternalModel function now detects:
Unix absolute paths: /home/user/models/...
Windows drive paths: C:\Models\... or D:/Models/...
Windows UNC paths: \\ServerName\ShareName\... or //ServerName/ShareName/...

* fix(ui): validate path format in Update Path modal to prevent invalid paths

When updating an external model's path, the new path is now validated to ensure
it follows an absolute path format (Unix, Windows drive, or UNC). This prevents
users from accidentally entering invalid paths that would cause the Update Path
button to disappear, leaving them unable to correct the mistake.

* fix(ui): extract isExternalModel to separate file to fix circular dependency

Moves the isExternalModel utility function to its own file to break the
circular dependency between ModelView.tsx and ModelUpdatePathButton.tsx.

---------

Co-authored-by: Lincoln Stein <lincoln.stein@gmail.com>
2025-12-23 22:46:50 -05:00
Josh Corbett
3fe5f62c48 feat(hotkeys): Overhaul hotkeys modal UI (#8682)
* feat(hotkeys):  overhaul hotkeys modal UI

* fix(model manager): 🩹 improved check for hotkey search clear button

* fix(model manager): 🩹 remove unused exports

* feat(starter-models): add Z-Image Turbo starter models

Add Z-Image Turbo and related models to the starter models list:
- Z-Image Turbo (full precision, ~13GB)
- Z-Image Turbo quantized (GGUF Q4_K, ~4GB)
- Z-Image Qwen3 Text Encoder (full precision, ~8GB)
- Z-Image Qwen3 Text Encoder quantized (GGUF Q6_K, ~3.3GB)
- Z-Image ControlNet Union (Canny, HED, Depth, Pose, MLSD, Inpainting)

The quantized Turbo model includes the quantized Qwen3 encoder as a
dependency for automatic installation.

* feat(starter-models): add Z-Image Q8 quant and ControlNet Tile

Add higher quality Q8_0 quantization option for Z-Image Turbo (~6.6GB)
to complement existing Q4_K variant, providing better quality for users
with more VRAM.

Add dedicated Z-Image ControlNet Tile model (~6.7GB) for upscaling and
detail enhancement workflows.

* feat(hotkeys):  overhaul hotkeys modal UI

* feat(hotkeys modal): 💄 shrink add hotkey button

* fix(hotkeys): normalization and detection issues

* style: 🚨 satisfy the linter

* fix(hotkeys modal): 🩹 remove unused exports

---------

Co-authored-by: Alexander Eichhorn <alex@eichhorn.dev>
Co-authored-by: Lincoln Stein <lincoln.stein@gmail.com>
2025-12-23 22:24:00 -05:00
Josh Corbett
73c6b31011 feat(model manager): 💄 refactor model manager bulk actions UI (#8684)
* feat(model manager): 💄 refactor model manager bulk actions UI

* feat(model manager): 💄 tweak model list item ui for checkbox selects

* style(model manager): 🚨 satisfy the linter

* feat(model manager): 💄 tweak search and actions dropdown placement

* refactor(model manager): 🔥 remove unused `ModelListHeader` component

* fix(model manager): 🐛 list items overlapping sticky headers

---------

Co-authored-by: Lincoln Stein <lincoln.stein@gmail.com>
2025-12-23 22:17:07 -05:00
copilot-swe-agent[bot]
b16717bbf8 Explicitly pass all ModelCache constructor parameters
- Add explicit storage_device parameter (cpu)
- Add explicit log_memory_usage parameter from config
- Improves code clarity and configuration transparency

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>
2025-12-24 00:30:51 +00:00
copilot-swe-agent[bot]
c3217d8a08 Address code review feedback
- Remove unused variable in test
- Add clarifying comment for daemon thread setting
- Add detailed comment explaining cache clearing with 1000 GB value
- Improve code documentation

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>
2025-12-24 00:27:39 +00:00
blessedcoolant
f82bcd40fc fix: CFG Scale min value reset to zero (#8691)
No longer needed coz Z Image works at 1.0
2025-12-23 19:27:30 -05:00
copilot-swe-agent[bot]
2500153ed8 Fix race condition in timeout mechanism
- Added clarifying comment that _record_activity is called with lock held
- Enhanced double-check in _on_timeout for thread safety
- Added lock protection to shutdown method
- Improved handling of edge cases where timer fires during activity

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>
2025-12-24 00:26:01 +00:00
copilot-swe-agent[bot]
75a14e2a4b Add unit tests for model cache timeout functionality
- Created test_model_cache_timeout.py with comprehensive tests
- Tests timeout clearing behavior
- Tests activity resetting timeout
- Tests no-timeout default behavior
- Tests shutdown canceling timers

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>
2025-12-24 00:24:31 +00:00
copilot-swe-agent[bot]
9bbd2b3f11 Add model_cache_keep_alive config option and timeout mechanism
- Added model_cache_keep_alive config field (minutes, default 0 = infinite)
- Implemented timeout tracking in ModelCache class
- Added _record_activity() to track model usage
- Added _on_timeout() to auto-clear cache when timeout expires
- Added shutdown() method to clean up timers
- Integrated timeout with get(), lock(), unlock(), and put() operations
- Updated ModelManagerService to pass keep_alive parameter
- Added cleanup in stop() method

Co-authored-by: lstein <111189+lstein@users.noreply.github.com>
2025-12-24 00:22:59 +00:00
copilot-swe-agent[bot]
c26445253c Initial plan 2025-12-24 00:16:17 +00:00
blessedcoolant
5a0b227256 feat(starter-models): add Z-Image Turbo starter models (#8689)
## Summary

Add Z-Image Turbo and related models to the starter models list for easy
installation via the Model Manager:

- **Z-Image Turbo** - Full precision Diffusers format (~13GB)
- **Z-Image Turbo (quantized)** - GGUF Q4_K format (~4GB)
- **Z-Image Qwen3 Text Encoder** - Full precision (~8GB)
- **Z-Image Qwen3 Text Encoder (quantized)** - GGUF Q6_K format (~3.3GB)
- **Z-Image ControlNet Union** - Unified ControlNet supporting Canny,
HED, Depth, Pose, MLSD, and Inpainting modes

The quantized Turbo model includes the quantized Qwen3 encoder as a
dependency for automatic installation.

## Related Issues / Discussions

Builds on the Z-Image Turbo support added in main.

## QA Instructions

1. Open Model Manager → Starter Models
2. Search for "Z-Image"
3. Verify all 5 models appear with correct descriptions
4. Install the quantized version and confirm the Qwen3 encoder
dependency is also installed

## Merge Plan

Standard merge, no special considerations.

## Checklist

- [x] _The PR has a short but descriptive title, suitable for a
changelog_
- [ ] _Tests added / updated (if applicable)_
- [ ] _Changes to a redux slice have a corresponding migration_
- [ ] _Documentation added / updated (if applicable)_
- [ ] _Updated `What's New` copy (if doing a release after this PR)_
2025-12-23 08:31:34 +05:30
blessedcoolant
1b5d91d1cf Merge branch 'main' into feat/z-image-starter-models 2025-12-23 08:27:25 +05:30
Alexander Eichhorn
a748519e92 feat(starter-models): add Z-Image Q8 quant and ControlNet Tile
Add higher quality Q8_0 quantization option for Z-Image Turbo (~6.6GB)
to complement existing Q4_K variant, providing better quality for users
with more VRAM.

Add dedicated Z-Image ControlNet Tile model (~6.7GB) for upscaling and
detail enhancement workflows.
2025-12-23 03:27:09 +01:00
blessedcoolant
90e34002f0 fix(z-image): Fix padding token shape mismatch for GGUF models (#8690)
## Summary

Fix shape mismatch when loading GGUF-quantized Z-Image transformer
models.

GGUF Z-Image models store `x_pad_token` and `cap_pad_token` with shape
`[3840]`, but diffusers `ZImageTransformer2DModel` expects `[1, 3840]`
(with batch dimension). This caused a `RuntimeError` on Linux systems
when loading models like `z_image_turbo-Q4_K.gguf`.

The fix:
- Dequantizes GGMLTensors first (since they don't support `unsqueeze`)
- Reshapes the tensors to add the missing batch dimension

## Related Issues / Discussions

Reported by Linux user using:
-
https://huggingface.co/leejet/Z-Image-Turbo-GGUF/resolve/main/z_image_turbo-Q4_K.gguf
-
https://huggingface.co/worstplayer/Z-Image_Qwen_3_4b_text_encoder_GGUF/resolve/main/Qwen_3_4b-Q6_K.gguf

## QA Instructions

1. Install a GGUF-quantized Z-Image model (e.g.,
`z_image_turbo-Q4_K.gguf`)
2. Install a Qwen3 GGUF encoder
3. Run a Z-Image generation
4. Verify no `RuntimeError: size mismatch for x_pad_token` error occurs

## Merge Plan

None, straightforward fix.

## Checklist

- [x] _The PR has a short but descriptive title, suitable for a
changelog_
- [ ] _Tests added / updated (if applicable)_
- [ ] _Changes to a redux slice have a corresponding migration_
- [ ] _Documentation added / updated (if applicable)_
- [ ] _Updated `What's New` copy (if doing a release after this PR)_
2025-12-23 06:04:40 +05:30
blessedcoolant
7068cf956a Merge branch 'main' into pr/8690 2025-12-23 05:59:49 +05:30
blessedcoolant
aa764f8bf4 Feature: z-image Turbo Control Net (#8679)
## Summary

Add support for Z-Image ControlNet V2.0 alongside the existing V1
support.

**Key changes:**
- Auto-detect `control_in_dim` from adapter weights (16 for V1, 33 for
V2.0)
- Auto-detect `n_refiner_layers` from state dict
- Add zero-padding for V2.0's additional control channels (diffusers
approach)
- Use `accelerate.init_empty_weights()` for more efficient model
creation
- Add `ControlNet_Checkpoint_ZImage_Config` to frontend schema

## Related Issues / Discussions

Part of Z-Image feature implementation.

## QA Instructions

1. Load a Z-Image ControlNet V1 model (control_in_dim=16) and verify it
works
2. Load a Z-Image ControlNet V2.0 model (control_in_dim=33) and verify
it works
3. Test with different control types: Canny, Depth, Pose
4. Recommended `control_context_scale`: 0.65-0.80

## Merge Plan

Can be merged after review. No special considerations needed.

## Checklist

- [x] _The PR has a short but descriptive title, suitable for a
changelog_
- [ ] _Tests added / updated (if applicable)_
- [ ] _Changes to a redux slice have a corresponding migration_
- [ ] _Documentation added / updated (if applicable)_
- [ ] _Updated `What's New` copy (if doing a release after this PR)_
2025-12-23 05:58:58 +05:30
Alexander Eichhorn
73be5e5d35 Merge branch 'main' into feature/z-image-control 2025-12-22 22:56:30 +01:00
DustyShoe
259304bac5 Feature(UI): add extract masked area from raster layers (#8667)
* chore: localize extraction errors

* chore: rename extract masked area menu item

* chore: rename inpaint mask extract component

* fix: use mask bounds for extraction region

* Prettier format applied to InpaintMaskMenuItemsExtractMaskedArea.tsx

* Fix base64 image import bug in extracted area in InpaintMaskMenuItemsExtractMaskedArea.tsx and removed unused locales entries in en.json

* Fix formatting issue in InpaintMaskMenuItemsExtractMaskedArea.tsx

* Minor comment fix

---------

Co-authored-by: Lincoln Stein <lincoln.stein@gmail.com>
2025-12-22 15:57:27 -05:00
Alexander Eichhorn
2be701cfe3 Feature: Add Tag System for user made Workflows (#8673)
Co-authored-by: Lincoln Stein <lincoln.stein@gmail.com>
2025-12-22 15:41:48 -05:00
blessedcoolant
874b547598 chore: format code for ruff checks 2025-12-23 01:04:22 +05:30
blessedcoolant
7b9ce35806 Merge branch 'main' into pr/8679 2025-12-23 01:03:43 +05:30
Alexander Eichhorn
84f3e44a5d Merge branch 'main' into feat/z-image-starter-models 2025-12-22 20:16:05 +01:00
Alexander Eichhorn
5264b7511c Merge branch 'main' into fix/z-image-gguf-padding-token-shape 2025-12-22 20:15:18 +01:00
Alexander Eichhorn
f8b1f42f6d fix(z-image): Fix padding token shape mismatch for GGUF models
GGUF Z-Image models store x_pad_token and cap_pad_token with shape [dim],
but diffusers ZImageTransformer2DModel expects [1, dim]. This caused a
RuntimeError when loading GGUF-quantized Z-Image models.

The fix dequantizes GGMLTensors first (since they don't support unsqueeze),
then reshapes to add the batch dimension.
2025-12-22 18:31:57 +01:00
Josh Corbett
e1acb636d8 fix(ui): 🐛 HotkeysModal and SettingsModal initial focus (#8687)
* fix(ui): 🐛 `HotkeysModal` and `SettingsModal` initial focus

instead of using the `initialFocusRef` prop, the `Modal` component was focusing on the last available Button. This is a workaround that uses `tabIndex` instead which seems to be working.

Closes #8685

* style: 🚨 satisfy linter

---------

Co-authored-by: Lincoln Stein <lincoln.stein@gmail.com>
2025-12-22 11:20:44 -05:00
Alexander Eichhorn
b08accd4be feat(starter-models): add Z-Image Turbo starter models
Add Z-Image Turbo and related models to the starter models list:
- Z-Image Turbo (full precision, ~13GB)
- Z-Image Turbo quantized (GGUF Q4_K, ~4GB)
- Z-Image Qwen3 Text Encoder (full precision, ~8GB)
- Z-Image Qwen3 Text Encoder quantized (GGUF Q6_K, ~3.3GB)
- Z-Image ControlNet Union (Canny, HED, Depth, Pose, MLSD, Inpainting)

The quantized Turbo model includes the quantized Qwen3 encoder as a
dependency for automatic installation.
2025-12-22 15:04:27 +01:00
Alexander Eichhorn
3668d5b83b feat(z-image): add Extension-based Z-Image ControlNet support
Implement Z-Image ControlNet as an Extension pattern (similar to FLUX ControlNet)
instead of merging control weights into the base transformer. This provides:
- Lower memory usage (no weight duplication)
- Flexibility to enable/disable control per step
- Cleaner architecture with separate control adapter

Key implementation details:
- ZImageControlNetExtension: computes control hints per denoising step
- z_image_forward_with_control: custom forward pass with hint injection
- patchify_control_context: utility for control image patchification
- ZImageControlAdapter: standalone adapter with control_layers and noise_refiner

Architecture matches original VideoX-Fun implementation:
- Hints computed ONCE using INITIAL unified state (before main layers)
- Hints injected at every other main transformer layer (15 control blocks)
- Control signal added after each designated layer's forward pass

V2.0 ControlNet support (control_in_dim=33):
- Channels 0-15: control image latents
- Channels 16-31: reference image (zeros for pure control)
- Channel 32: inpaint mask (1.0 = don't inpaint, use control signal)
2025-12-21 22:30:28 +01:00
Alexander Eichhorn
1c13ca8159 style: apply ruff formatting 2025-12-21 18:52:12 +01:00
Alexander Eichhorn
3ed0e55d9d fix: resolve linting errors in Z-Image ControlNet support
- Add missing ControlNet_Checkpoint_ZImage_Config import
- Remove unused imports (Any, Dict, ADALN_EMBED_DIM, is_torch_version)
- Add strict=True to zip() calls
- Replace mutable list defaults with immutable tuples
- Replace dict() calls with literal syntax
- Sort imports in z_image_denoise.py
2025-12-21 18:50:43 +01:00
Alexander Eichhorn
8db8aa8594 Add Z-Image ControlNet V2.0 support
VRAM usage is high.

- Auto-detect control_in_dim from adapter weights (16 for V1, 33 for V2.0)
- Auto-detect n_refiner_layers from state dict
- Add zero-padding for V2.0's additional channels
- Use accelerate.init_empty_weights() for efficient model creation
- Add ControlNet_Checkpoint_ZImage_Config to frontend schema
2025-12-21 18:43:02 +01:00
Alexander Eichhorn
456d578f20 WIP not working.
feat: Add Z-Image ControlNet support with spatial conditioning

Add comprehensive ControlNet support for Z-Image models including:

Backend:
- New ControlNet_Checkpoint_ZImage_Config for Z-Image control adapter models
- Z-Image control key detection (_has_z_image_control_keys) to identify control layers
- ZImageControlAdapter loader for standalone control models
- ZImageControlTransformer2DModel combining base transformer with control layers
- Memory-efficient model loading by building combined state dict
2025-12-21 18:43:02 +01:00
blessedcoolant
ab6b6721dc Feature: Add Z-Image-Turbo model support (#8671)
Add comprehensive support for Z-Image-Turbo (S3-DiT) models including:

Backend:
- New BaseModelType.ZImage in taxonomy
- Z-Image model config classes (ZImageTransformerConfig,
Qwen3TextEncoderConfig)
- Model loader for Z-Image transformer and Qwen3 text encoder
- Z-Image conditioning data structures
- Step callback support for Z-Image with FLUX latent RGB factors

Invocations:
- z_image_model_loader: Load Z-Image transformer and Qwen3 encoder
- z_image_text_encoder: Encode prompts using Qwen3 with chat template
- z_image_denoise: Flow matching denoising with time-shifted sigmas
- z_image_image_to_latents: Encode images to 16-channel latents
- z_image_latents_to_image: Decode latents using FLUX VAE

Frontend:
- Z-Image graph builder for text-to-image generation
- Model picker and validation updates for z-image base type
- CFG scale now allows 0 (required for Z-Image-Turbo)
- Clip skip disabled for Z-Image (uses Qwen3, not CLIP)
- Optimal dimension settings for Z-Image (1024x1024)

Technical details:
- Uses Qwen3 text encoder (not CLIP/T5)
- 16 latent channels with FLUX-compatible VAE
- Flow matching scheduler with dynamic time shift
- 8 inference steps recommended for Turbo variant
- bfloat16 inference dtype

## Summary

<!--A description of the changes in this PR. Include the kind of change
(fix, feature, docs, etc), the "why" and the "how". Screenshots or
videos are useful for frontend changes.-->

## Related Issues / Discussions

<!--WHEN APPLICABLE: List any related issues or discussions on github or
discord. If this PR closes an issue, please use the "Closes #1234"
format, so that the issue will be automatically closed when the PR
merges.-->

## QA Instructions

- Install a Z-Image-Turbo model (e.g., from HuggingFace)
- Select the model in the Model Picker
- Generate a text-to-image with:
- CFG Scale: 0
- Steps: 8
- Resolution: 1024x1024
- Verify the generated image is coherent (not noise)

## Merge Plan

Standard merge, no special considerations needed.

## Checklist

- [x] _The PR has a short but descriptive title, suitable for a
changelog_
- [ ] _Tests added / updated (if applicable)_
- [ ] _Changes to a redux slice have a corresponding migration_
- [ ] _Documentation added / updated (if applicable)_
- [ ] _Updated `What's New` copy (if doing a release after this PR)_
2025-12-21 22:11:37 +05:30
blessedcoolant
93a587da90 Merge branch 'main' into feat/z-image-turbo-support 2025-12-21 21:58:22 +05:30
blessedcoolant
87bebf9c28 chore: upgrade diffusers to 0.36.0 to support z image 2025-12-21 21:54:47 +05:30
Alexander Eichhorn
f417c269d1 fix(vae): Fix dtype mismatch in FP32 VAE decode mode
The previous mixed-precision optimization for FP32 mode only converted
some VAE decoder layers (post_quant_conv, conv_in, mid_block) to the
latents dtype while leaving others (up_blocks, conv_norm_out) in float32.
This caused "expected scalar type Half but found Float" errors after
recent diffusers updates.

Simplify FP32 mode to consistently use float32 for both VAE and latents,
removing the incomplete mixed-precision logic. This trades some VRAM
usage for stability and correctness.

Also removes now-unused attention processor imports.
2025-12-16 15:58:48 +01:00
Alexander Eichhorn
4ce0ef5260 stupid windows file path again. 2025-12-16 10:31:52 +01:00
Alexander Eichhorn
39cdcdc9e8 fix(z-image): remove unused WithMetadata and WithBoard mixins from denoise node
The Z-Image denoise node outputs latents, not images, so these mixins
were unnecessary. Metadata and board handling is correctly done in the
L2I (latents-to-image) node. This aligns with how FLUX denoise works.
2025-12-16 09:41:26 +01:00
Josh Corbett
926923bb2b feat(prompts): hotkey controlled prompt weighting (#8647)
* feat(prompts): add abstract syntax tree (AST) builder for prompts

* fix(prompts): add escaped parens to AST

* test(prompts): add AST tests

* fix(prompts): appease the linter

* perf(prompts): break up tokenize function into subroutines

* feat(prompts): add hotkey controlled prompt attention adjust

* fix(hotkeys): 🩹 add translations for hotkey dialog

* fix: 🏷️ remove unused exports

* fix(keybinds): 🐛 use `arrowup`/`arrowdown` over `up`/`down`

* refactor(prompts): ♻️ use better language for attention direction

* style: 🚨 appease the linter

---------

Co-authored-by: Lincoln Stein <lincoln.stein@gmail.com>
2025-12-15 21:53:58 -05:00
blessedcoolant
8785d9a3a9 chore: fix ruff checks 2025-12-14 19:51:22 +05:30
Alexander Eichhorn
1e72feb744 Remove unneeded Loggging 2025-12-14 06:44:29 +01:00
Alexander Eichhorn
3ee24cbdde Remove the ParamScheduler for z-images
Fixed the DEFAULT_TOKENIZER_SOURCE to Qwen/Qwen3-4B
2025-12-13 04:23:34 +01:00
Alexander Eichhorn
f9605e18a0 z-image-turbo-fp8-e5m2 works. the z-image-turbo_fp8_scaled_e4m3fn_KJ dont. 2025-12-10 17:15:54 +01:00
Alexander Eichhorn
8551ff8569 fix typegen 2025-12-10 15:04:39 +01:00
Alexander Eichhorn
fb1a99b650 feat(cache): add partial loading support for Z-Image RMSNorm and LayerNorm
- Add CustomDiffusersRMSNorm for diffusers.models.normalization.RMSNorm
- Add CustomLayerNorm for torch.nn.LayerNorm
- Register both in AUTOCAST_MODULE_TYPE_MAPPING

Enables partial loading (enable_partial_loading: true) for Z-Image models
by wrapping their normalization layers with device autocast support
2025-12-10 03:45:42 +01:00
Alexander Eichhorn
3b5d9c26d3 feat(z-image): add Qwen3 GGUF text encoder support and default parameters
- Add Qwen3EncoderGGUFLoader for llama.cpp GGUF quantized text encoders
- Convert llama.cpp key format (blk.X., token_embd) to PyTorch format
- Handle tied embeddings (lm_head.weight ↔ embed_tokens.weight)
- Dequantize embed_tokens for embedding lookups (GGMLTensor limitation)
- Add QK normalization key mappings (q_norm, k_norm) for Qwen3
- Set Z-Image defaults: steps=9, cfg_scale=0.0, width/height=1024
- Allow cfg_scale >= 0 (was >= 1) for Z-Image Turbo compatibility
- Add GGUF format detection for Qwen3 model probing
2025-12-10 03:07:07 +01:00
Alexander Eichhorn
0a986c2720 fix(ui): replace misused isCheckpointMainModelConfig with isFluxDevMainModelConfig
The FLUX Dev license warning in model pickers used isCheckpointMainModelConfig
incorrectly:
```
isCheckpointMainModelConfig(config) && config.variant === 'dev'
```

This caused a TypeScript error because CheckpointModelConfig type doesn't
include the 'variant' property (it's extracted as `{ type: 'main'; format:
'checkpoint' }` which doesn't narrow to include variant).

Changes:
- Add isFluxDevMainModelConfig type guard that properly checks
  base='flux' AND variant='dev', returning MainModelConfig
- Update MainModelPicker and InitialStateMainModelPicker to use new guard
- Remove isCheckpointMainModelConfig as it had no other usages

The function was removed because:
1. It was only used for detecting FLUX Dev models (incorrect use case)
2. No other code needs a generic "is checkpoint format" check
3. The pattern in this codebase is specific type guards per model variant
   (isFluxFillMainModelModelConfig, isRefinerMainModelModelConfig, etc.)
2025-12-09 08:18:17 +01:00
Alexander Eichhorn
3e862ced25 fix typegen wrong 2025-12-09 07:46:12 +01:00
Alexander Eichhorn
ba2475c3f0 fix(z-image): improve device/dtype compatibility and error handling
Add robust device capability detection for bfloat16, replacing hardcoded
dtype with runtime checks that fallback to float16/float32 on unsupported
hardware. This prevents runtime failures on GPUs and CPUs without bfloat16.

Key changes:
- Add TorchDevice.choose_bfloat16_safe_dtype() helper for safe dtype selection
- Fix LoRA device mismatch in layer_patcher.py (add device= to .to() call)
- Replace all assert statements with descriptive exceptions (TypeError/ValueError)
- Add hidden_states bounds check and apply_chat_template fallback in text encoder
- Add GGUF QKV tensor validation (divisible by 3 check)
- Fix CPU noise generation to use float32 for compatibility
- Remove verbose debug logging from LoRA conversion utils
2025-12-09 07:37:06 +01:00
Alexander Eichhorn
841372944f feat(z-image): add metadata recall for VAE and Qwen3 encoder
Add support for saving and recalling Z-Image component models (VAE and
Qwen3 Encoder) in image metadata.

Backend:
- Add qwen3_encoder field to CoreMetadataInvocation (version 2.1.0)

Frontend:
- Add vae and qwen3_encoder to Z-Image graph metadata
- Add Qwen3EncoderModel metadata handler for recall
- Add ZImageVAEModel metadata handler (uses zImageVaeModelSelected
  instead of vaeSelected to set Z-Image-specific VAE state)
- Add qwen3Encoder translation key

This enables "Recall Parameters" / "Remix Image" to restore the VAE
and Qwen3 Encoder settings used for Z-Image generations.
2025-12-09 07:12:36 +01:00
Alexander Eichhorn
e9d52734d1 feat(z-image): add single-file checkpoint support for Z-Image models
Add support for loading Z-Image transformer and Qwen3 encoder models
from single-file safetensors format (in addition to existing diffusers
directory format).

Changes:
- Add Main_Checkpoint_ZImage_Config and Main_GGUF_ZImage_Config for
  single-file Z-Image transformer models
- Add Qwen3Encoder_Checkpoint_Config for single-file Qwen3 text encoder
- Add ZImageCheckpointModel and ZImageGGUFCheckpointModel loaders with
  automatic key conversion from original to diffusers format
- Add Qwen3EncoderCheckpointLoader using Qwen3ForCausalLM with fast
  loading via init_empty_weights and proper weight tying for lm_head
- Update z_image_denoise to accept Checkpoint format models
2025-12-09 06:32:51 +01:00
Alexander Eichhorn
2e0cd4d68c Patch from @lstein for the update of diffusers 2025-12-06 03:12:50 +01:00
Alexander Eichhorn
b28d58b8ce Merge branch 'feat/z-image-turbo-support' of https://github.com/Pfannkuchensack/InvokeAI into feat/z-image-turbo-support 2025-12-05 01:12:34 +01:00
Alexander Eichhorn
4a1710b795 fix for the typegen-checks 2025-12-05 01:12:19 +01:00
Alexander Eichhorn
9f6d04c690 Merge branch 'main' into feat/z-image-turbo-support 2025-12-05 00:45:02 +01:00
Alexander Eichhorn
66729ea9eb Fix windows path again again again... 2025-12-03 03:28:43 +01:00
Alexander Eichhorn
280202908a feat: Add GGUF quantized Z-Image support and improve VAE/encoder flexibility
Add comprehensive support for GGUF quantized Z-Image models and improve component flexibility:

Backend:
- New Main_GGUF_ZImage_Config for GGUF quantized Z-Image transformers
- Z-Image key detection (_has_z_image_keys) to identify S3-DiT models
- GGUF quantization detection and sidecar LoRA patching for quantized models
- Qwen3Encoder_Qwen3Encoder_Config for standalone Qwen3 encoder models

Model Loader:
- Split Z-Image model
2025-12-02 20:31:11 +01:00
Alexander Eichhorn
2b062b21cd fix: Improve Flux AI Toolkit LoRA detection to prevent Z-Image misidentification
Move Flux layer structure check before metadata check to prevent misidentifying Z-Image LoRAs (which use `diffusion_model.layers.X`) as Flux AI Toolkit format. Flux models use `double_blocks` and `single_blocks` patterns which are now checked first regardless of metadata presence.
2025-12-02 15:50:01 +01:00
Alexander Eichhorn
6f9f8e57ac Feature(UI): bulk remove models loras (#8659)
* feat: Add bulk delete functionality for models, LoRAs, and embeddings

Implements a comprehensive bulk deletion feature for the model manager that allows users to select and delete multiple models, LoRAs, and embeddings at once.

Key changes:

Frontend:
- Add multi-selection state management to modelManagerV2 slice
- Update ModelListItem to support Ctrl/Cmd+Click multi-selection with checkboxes
- Create ModelListHeader component showing selection count and bulk actions
- Create BulkDeleteModelsModal for confirming bulk deletions
- Integrate bulk delete UI into ModelList with proper error handling
- Add API mutation for bulk delete operations

Backend:
- Add POST /api/v2/models/i/bulk_delete endpoint
- Implement BulkDeleteModelsRequest and BulkDeleteModelsResponse schemas
- Handle partial failures with detailed error reporting
- Return lists of successfully deleted and failed models

This feature significantly improves user experience when managing large model libraries, especially when restructuring model storage locations.

Fixes issue where users had to delete models individually after moving model files to new storage locations.

* fix: prevent model list header from scrolling with content

* fix: improve error handling in bulk model deletion

- Added proper error serialization using serialize-error for better error logging
- Explicitly defined BulkDeleteModelsResponse type instead of relying on generated schema reference

* refactor: improve code organization in ModelList components

- Reordered imports to follow conventional grouping (external, internal, then third-party utilities)
- Added type assertion for error serialization to satisfy TypeScript
- Extracted inline event handler into named callback function for better readability

* refactor: consolidate Button component props to single line

* feat(ui): enhance model manager bulk selection with select-all and actions menu

- Added select-all checkbox in navigation header with indeterminate state support
- Replaced single delete button with actions dropdown menu for future extensibility
- Made checkboxes always visible instead of conditionally showing on selection
- Moved model filtering logic to ModelListNavigation for select-all functionality
- Improved UX by showing selection state for filtered models only

* fix the wrong path seperater from my windows system

---------

Co-authored-by: Claude <noreply@anthropic.com>
2025-12-01 20:09:27 -05:00
Alexander Eichhorn
eaf4742799 Fix windows path again again 2025-12-01 22:28:39 +01:00
Alexander Eichhorn
f05ea28cbd feat: Add Z-Image LoRA support
Add comprehensive LoRA support for Z-Image models including:

Backend:
- New Z-Image LoRA config classes (LoRA_LyCORIS_ZImage_Config, LoRA_Diffusers_ZImage_Config)
- Z-Image LoRA conversion utilities with key mapping for transformer and Qwen3 encoder
- LoRA prefix constants (Z_IMAGE_LORA_TRANSFORMER_PREFIX, Z_IMAGE_LORA_QWEN3_PREFIX)
- LoRA detection logic to distinguish Z-Image from Flux models
- Layer patcher improvements for proper dtype conversion and parameter
2025-12-01 22:23:30 +01:00
Alexander Eichhorn
13ac16e2c0 fix windows path again. 2025-12-01 00:30:53 +01:00
Alexander Eichhorn
eb3f1c9a61 feat: Add Z-Image-Turbo model support
Add comprehensive support for Z-Image-Turbo (S3-DiT) models including:

Backend:
- New BaseModelType.ZImage in taxonomy
- Z-Image model config classes (ZImageTransformerConfig, Qwen3TextEncoderConfig)
- Model loader for Z-Image transformer and Qwen3 text encoder
- Z-Image conditioning data structures
- Step callback support for Z-Image with FLUX latent RGB factors

Invocations:
- z_image_model_loader: Load Z-Image transformer and Qwen3 encoder
- z_image_text_encoder: Encode prompts using Qwen3 with chat template
- z_image_denoise: Flow matching denoising with time-shifted sigmas
- z_image_image_to_latents: Encode images to 16-channel latents
- z_image_latents_to_image: Decode latents using FLUX VAE

Frontend:
- Z-Image graph builder for text-to-image generation
- Model picker and validation updates for z-image base type
- CFG scale now allows 0 (required for Z-Image-Turbo)
- Clip skip disabled for Z-Image (uses Qwen3, not CLIP)
- Optimal dimension settings for Z-Image (1024x1024)

Technical details:
- Uses Qwen3 text encoder (not CLIP/T5)
- 16 latent channels with FLUX-compatible VAE
- Flow matching scheduler with dynamic time shift
- 8 inference steps recommended for Turbo variant
- bfloat16 inference dtype
2025-12-01 00:22:32 +01:00
Kent Keirsey
c6a9847bbd feat(ui): Color Picker V2 (#8585)
* pinned colorpicker

* hex options

* remove unused consts

---------

Co-authored-by: Lincoln Stein <lincoln.stein@gmail.com>
2025-11-16 09:49:55 -05:00
Alexander Eichhorn
a2e109b3c2 feat(ui): improve hotkey customization UX with interactive controls and validation (#8649)
* feat: remove the ModelFooter in the ModelView and add the Delete Model Button from the Footer into the View

* forget to run pnpm fix

* chore(ui): reorder the model view buttons

* Initial plan

* Add customizable hotkeys infrastructure with UI

Co-authored-by: dunkeroni <3298737+dunkeroni@users.noreply.github.com>

* Fix ESLint issues in HotkeyEditor component

Co-authored-by: dunkeroni <3298737+dunkeroni@users.noreply.github.com>

* Fix knip unused export warning

Co-authored-by: dunkeroni <3298737+dunkeroni@users.noreply.github.com>

* Add tests for hotkeys slice

Co-authored-by: dunkeroni <3298737+dunkeroni@users.noreply.github.com>

* Fix tests to actually call reducer and add documentation

Co-authored-by: dunkeroni <3298737+dunkeroni@users.noreply.github.com>

* docs: add comprehensive hotkeys system documentation

- Created new HOTKEYS.md technical documentation for developers explaining architecture, data flow, and implementation details
- Added user-facing hotkeys.md guide with features overview and usage instructions
- Removed old CUSTOMIZABLE_HOTKEYS.md in favor of new split documentation
- Expanded documentation with detailed sections on:
  - State management and persistence
  - Component architecture and responsibilities
  - Developer integration

* Behavior changed to hotkey press instead of input + checking for allready used hotkeys

---------

Co-authored-by: blessedcoolant <54517381+blessedcoolant@users.noreply.github.com>
Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: dunkeroni <3298737+dunkeroni@users.noreply.github.com>
Co-authored-by: Lincoln Stein <lincoln.stein@gmail.com>
2025-11-16 14:35:37 +00:00
dunkeroni
5642099a40 Feat: SDXL Color Compensation (#8637)
* feat(nodes/UI): add SDXL color compensation option

* adjust value

* Better warnings on wrong VAE base model

* Restrict XL compensation to XL models

Co-authored-by: Lincoln Stein <lincoln.stein@gmail.com>

* fix: BaseModelType missing import

* (chore): appease the ruff

---------

Co-authored-by: Lincoln Stein <lincoln.stein@gmail.com>
2025-11-16 14:32:12 +00:00
gogurtenjoyer
382d85ee23 Fix memory issues when installing models on Windows (#8652)
* Wrap GGUF loader for context managed close()

Wrap gguf.GGUFReader and then use a context manager to load memory-mapped GGUF files, so that they will automatically close properly when no longer needed. Should prevent the 'file in use in another process' errors on Windows.

* Additional check for cached state_dict

Additional check for cached state_dict as path is now optional - should solve model manager 'missing' this and the resultant memory errors.

* Appease ruff

* Further ruff appeasement

* ruff

* loaders.py fix for linux

No longer attempting to delete internal object.

* loaders.py - one more _mmap ref removed

---------

Co-authored-by: Lincoln Stein <lincoln.stein@gmail.com>
2025-11-16 09:25:52 -05:00
Jonathan
abcc987f6f Rework graph.py (#8642)
* Rework graph, add documentation

* Minor fixes to README.md

* Updated schema

* Fixed test to match behavior - all nodes executed, parents before children

* Update invokeai/app/services/shared/graph.py

Cleaned up code

Co-authored-by: Lincoln Stein <lincoln.stein@gmail.com>

* Change silent corrections to enforcing invariants

---------

Co-authored-by: Lincoln Stein <lincoln.stein@gmail.com>
2025-11-16 09:10:47 -05:00
Lincoln Stein
36e400dd5d (chore) Update requirements to python 3.11-12 (#8657)
* (chore) update requirements to python 3.11-12

* update uv.lock
2025-11-08 21:29:43 -05:00
Weblate (bot)
0113931956 ui: translations update from weblate (#8599)
* translationBot(ui): update translation (Italian)

Currently translated at 98.4% (2099 of 2132 strings)

translationBot(ui): update translation (Italian)

Currently translated at 98.4% (2130 of 2163 strings)

translationBot(ui): update translation (Italian)

Currently translated at 98.4% (2130 of 2163 strings)

Co-authored-by: Riccardo Giovanetti <riccardo.giovanetti@gmail.com>
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/it/
Translation: InvokeAI/Web UI

* translationBot(ui): update translation (Japanese)

Currently translated at 99.6% (2155 of 2163 strings)

Co-authored-by: RyoKoba <kobayashi_ryo@cyberagent.co.jp>
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/ja/
Translation: InvokeAI/Web UI

* translationBot(ui): update translation files

Updated by "Cleanup translation files" hook in Weblate.

translationBot(ui): update translation files

Updated by "Cleanup translation files" hook in Weblate.

Co-authored-by: Hosted Weblate <hosted@weblate.org>
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/
Translation: InvokeAI/Web UI

* translationBot(ui): update translation (Italian)

Currently translated at 98.4% (2103 of 2136 strings)

Co-authored-by: Riccardo Giovanetti <riccardo.giovanetti@gmail.com>
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/it/
Translation: InvokeAI/Web UI

---------

Co-authored-by: Riccardo Giovanetti <riccardo.giovanetti@gmail.com>
Co-authored-by: RyoKoba <kobayashi_ryo@cyberagent.co.jp>
2025-11-04 02:29:05 +00:00
DustyShoe
8d6e00533e Fix to enable loading fp16 repo variant ControlNets (#8643)
* Fix ControlNet repo variant detection for fp16 weights

* Remove ControlNet diffusers fp16 regression test

* Update invokeai/backend/model_manager/configs/controlnet.py

Co-authored-by: Lincoln Stein <lincoln.stein@gmail.com>

* style: ruff format controlnet.py

---------

Co-authored-by: Lincoln Stein <lincoln.stein@gmail.com>
2025-11-03 21:23:35 -05:00
Lincoln Stein
10eebb6c0c remove jazzhaiku as well 2025-11-02 15:22:13 -05:00
Lincoln Stein
68bcf2ebe0 chore(codeowners): remove commercial dev codeowners 2025-11-02 15:22:13 -05:00
blessedcoolant
ad0b09c738 chore(ui): reorder the model view buttons 2025-10-28 00:16:20 +05:30
Alexander Eichhorn
737cf795e8 forget to run pnpm fix 2025-10-28 00:16:20 +05:30
Alexander Eichhorn
6192ff5abb feat: remove the ModelFooter in the ModelView and add the Delete Model Button from the Footer into the View 2025-10-28 00:16:20 +05:30
blessedcoolant
066ba5fb19 fix(mm): directory path leakage on scan folder error (#8641)
## Summary

This fixes a bug in which private directory paths on the host could be
leaked to the user interface. The error occurs during the `scan_folders`
operation when a subdirectory is not accessible. The UI shows a
permission denied error message, followed by the path of the offending
directory. This patch limits the error message to the error type only
and does not give further details.

## Related Issues / Discussions

This bug was reported in a private DM on the Discord server.

## QA Instructions

Before applying this PR, go to ***Model Manager -> Add Model -> Scan
Folder*** and enter the path of a directory that has subdirectories that
the backend should not have access to, for example `/etc`. Press the
***Scan Folder*** button. You will see a Permission Denied error message
that gives away the path of the first inaccesislbe subdirectory.

After applying this PR, you will see just the Permission Denied error
without details.

## Merge Plan

Merge when approved.

## Checklist

- [X] _The PR has a short but descriptive title, suitable for a
changelog_
- [X] _Tests added / updated (if applicable)_
- [X] _Changes to a redux slice have a corresponding migration_
- [X] _Documentation added / updated (if applicable)_
- [ ] _Updated `What's New` copy (if doing a release after this PR)_
2025-10-28 00:02:59 +05:30
Lincoln Stein
2fb4c92310 fix(mm): directory path leakage on scan folder error 2025-10-27 08:54:57 -04:00
psychedelicious
3fdceba5fc chore: bump version to v6.9.0 2025-10-17 12:13:01 +11:00
psychedelicious
ae4bcc08f2 chore(ui): point ui lib dep at gh repo 2025-10-17 07:22:39 +11:00
psychedelicious
e1d88f93ca fix(ui): generator nodes
Closes #8617
2025-10-16 10:37:14 +11:00
psychedelicious
4ad2574835 feat(ui): add button to reidentify model to mm 2025-10-16 10:33:02 +11:00
psychedelicious
0e3d4beb48 chore(ui): typegen 2025-10-16 10:33:02 +11:00
psychedelicious
dcfd4ea756 feat(mm): reidentify models
Add route and model record service method to reidentify a model. This
re-probes the model files and replaces the model's config with the new
one if it does not error.
2025-10-16 10:33:02 +11:00
psychedelicious
093f8d6720 fix(mm): ignore files in hidden directories when identifying models 2025-10-16 10:33:02 +11:00
psychedelicious
22fdfab764 chore: bump version to v6.9.0rc3 2025-10-16 08:08:44 +11:00
psychedelicious
7a0b157fb8 feat(mm): more exports in invocation api 2025-10-16 08:08:44 +11:00
psychedelicious
563da9ee8e feat(mm): write warning README file to models dir 2025-10-16 08:08:44 +11:00
psychedelicious
c8d9cdc22e docs(mm): add readme for updating or adding new model support 2025-10-16 08:08:44 +11:00
psychedelicious
e9c2411da9 chore: bump version to v6.9.0rc2 2025-10-16 08:08:44 +11:00
psychedelicious
90989291ed fix(ui): wait for nav api to be ready before loading main app component 2025-10-16 08:08:44 +11:00
psychedelicious
d04fc343f0 feat(ui): add flag for connected status 2025-10-16 08:08:44 +11:00
psychedelicious
437594915a feat(mm): add model taxonomy and other classes to public API exports 2025-10-16 08:08:44 +11:00
psychedelicious
875aba8979 tidy(mm): remove unused class 2025-10-16 08:08:44 +11:00
psychedelicious
61d13f20ea chore: bump version to v6.9.0rc1 2025-10-16 08:08:44 +11:00
psychedelicious
3b0dd5768b chore(ui): update whatsnew 2025-10-16 08:08:44 +11:00
1233 changed files with 180304 additions and 4991 deletions

39
.github/CODEOWNERS vendored
View File

@@ -1,31 +1,32 @@
# continuous integration
/.github/workflows/ @lstein @blessedcoolant @hipsterusername @ebr @jazzhaiku @psychedelicious
/.github/workflows/ @lstein @blessedcoolant
# documentation
/docs/ @lstein @blessedcoolant @hipsterusername @psychedelicious
/mkdocs.yml @lstein @blessedcoolant @hipsterusername @psychedelicious
# documentation - anyone with write privileges can review
/docs/
/mkdocs.yml
# nodes
/invokeai/app/ @blessedcoolant @psychedelicious @hipsterusername @jazzhaiku
/invokeai/app/ @blessedcoolant @lstein @dunkeroni @JPPhoto
# installation and configuration
/pyproject.toml @lstein @blessedcoolant @psychedelicious @hipsterusername
/docker/ @lstein @blessedcoolant @psychedelicious @hipsterusername @ebr
/scripts/ @ebr @lstein @psychedelicious @hipsterusername
/installer/ @lstein @ebr @psychedelicious @hipsterusername
/invokeai/assets @lstein @ebr @psychedelicious @hipsterusername
/invokeai/configs @lstein @psychedelicious @hipsterusername
/invokeai/version @lstein @blessedcoolant @psychedelicious @hipsterusername
/pyproject.toml @lstein @blessedcoolant
/docker/ @lstein @blessedcoolant
/scripts/ @lstein @blessedcoolant
/installer/ @lstein @blessedcoolant
/invokeai/assets @lstein @blessedcoolant
/invokeai/configs @lstein @blessedcoolant
/invokeai/version @lstein @blessedcoolant
# web ui
/invokeai/frontend @blessedcoolant @psychedelicious @lstein @maryhipp @hipsterusername
/invokeai/frontend @blessedcoolant @lstein @dunkeroni
# generation, model management, postprocessing
/invokeai/backend @lstein @blessedcoolant @hipsterusername @jazzhaiku @psychedelicious @maryhipp
/invokeai/backend @lstein @blessedcoolant @dunkeroni @JPPhoto @Pfannkuchensack
# front ends
/invokeai/frontend/CLI @lstein @psychedelicious @hipsterusername
/invokeai/frontend/install @lstein @ebr @psychedelicious @hipsterusername
/invokeai/frontend/merge @lstein @blessedcoolant @psychedelicious @hipsterusername
/invokeai/frontend/training @lstein @blessedcoolant @psychedelicious @hipsterusername
/invokeai/frontend/web @psychedelicious @blessedcoolant @maryhipp @hipsterusername
/invokeai/frontend/CLI @lstein
/invokeai/frontend/install @lstein
/invokeai/frontend/merge @lstein @blessedcoolant
/invokeai/frontend/training @lstein @blessedcoolant
/invokeai/frontend/web @blessedcoolant @lstein @dunkeroni @Pfannkuchensack

View File

@@ -1,7 +1,7 @@
blank_issues_enabled: false
contact_links:
- name: Project-Documentation
url: https://invoke-ai.github.io/InvokeAI/
url: https://invoke.ai/
about: Should be your first place to go when looking for manuals/FAQs regarding our InvokeAI Toolkit
- name: Discord
url: https://discord.gg/ZmtBAhwWhy

View File

@@ -53,8 +53,10 @@ jobs:
df -h
sudo rm -rf /usr/share/dotnet
sudo rm -rf "$AGENT_TOOLSDIRECTORY"
sudo swapoff /mnt/swapfile
sudo rm -rf /mnt/swapfile
if [ -f /mnt/swapfile ]; then
sudo swapoff /mnt/swapfile
sudo rm -rf /mnt/swapfile
fi
if [ -d /mnt ]; then
sudo chmod -R 777 /mnt
echo '{"data-root": "/mnt/docker-root"}' | sudo tee /etc/docker/daemon.json

View File

@@ -23,6 +23,7 @@ jobs:
close-issue-message: "Due to inactivity, this issue was automatically closed. If you are still experiencing the issue, please recreate the issue."
days-before-pr-stale: -1
days-before-pr-close: -1
only-labels: "bug"
exempt-issue-labels: "Active Issue"
repo-token: ${{ secrets.GITHUB_TOKEN }}
operations-per-run: 500

141
.github/workflows/deploy-docs.yml vendored Normal file
View File

@@ -0,0 +1,141 @@
name: 'docs'
on:
push:
branches:
- 'main'
pull_request:
types:
- 'ready_for_review'
- 'opened'
- 'synchronize'
workflow_dispatch:
inputs:
deploy_target:
description: 'Deploy target (custom = invoke.ai, ghpages = invoke-ai.github.io/InvokeAI)'
type: choice
options:
- custom
- ghpages
default: custom
permissions:
contents: read
pull-requests: read
concurrency:
group: ${{ github.workflow }}-${{ github.ref || github.run_id }}
cancel-in-progress: true
jobs:
changes:
runs-on: ubuntu-latest
outputs:
docs: ${{ steps.manual.outputs.docs || steps.filter.outputs.docs }}
steps:
- name: checkout
uses: actions/checkout@v4
with:
fetch-depth: 0
- name: mark manual run
if: github.event_name == 'workflow_dispatch'
id: manual
run: echo "docs=true" >> "$GITHUB_OUTPUT"
- name: detect docs-related changes
if: github.event_name != 'workflow_dispatch'
id: filter
uses: dorny/paths-filter@v3
with:
filters: |
docs:
- '.github/workflows/deploy-docs.yml'
- 'docs/**'
- 'scripts/generate_docs_json.py'
- 'invokeai/app/**'
- 'invokeai/backend/**'
- 'pyproject.toml'
- 'uv.lock'
check-and-build:
needs: changes
if: |
github.event_name == 'workflow_dispatch' ||
(github.event_name == 'pull_request' &&
github.event.pull_request.draft == false &&
needs.changes.outputs.docs == 'true') ||
(github.event_name == 'push' && needs.changes.outputs.docs == 'true')
runs-on: ubuntu-22.04
timeout-minutes: 20
steps:
- name: checkout
uses: actions/checkout@v4
# Python (needed for generate-docs-data)
- name: setup uv
uses: astral-sh/setup-uv@v5
with:
version: '0.6.10'
enable-cache: true
python-version: '3.11'
- name: setup python
uses: actions/setup-python@v5
with:
python-version: '3.11'
# generate_docs_json.py only needs the invokeai package importable
# (pydantic + invokeai.app/backend). Skip the [test] extra to keep CI fast.
- name: install python dependencies
run: uv pip install --editable .
# Node (needed for docs build)
- name: setup node
uses: actions/setup-node@v4
with:
node-version: '22.12.0'
- name: setup pnpm
uses: pnpm/action-setup@v4
with:
version: 10
run_install: false
- name: install docs dependencies
run: pnpm install --prefer-frozen-lockfile
working-directory: docs
# Checks
- name: verify generated docs data
run: pnpm run check-docs-data
working-directory: docs
- name: build docs
run: pnpm build
working-directory: docs
env:
DEPLOY_TARGET: ${{ github.event_name == 'workflow_dispatch' && inputs.deploy_target || github.ref == 'refs/heads/main' && 'ghpages' || 'custom' }}
# Upload artifact for deploy (main branch only)
- name: upload pages artifact
if: github.ref == 'refs/heads/main'
uses: actions/upload-pages-artifact@v3
with:
path: docs/dist
deploy:
if: github.ref == 'refs/heads/main'
needs: check-and-build
runs-on: ubuntu-latest
permissions:
contents: read
pages: write
id-token: write
environment:
name: github-pages
url: ${{ steps.deployment.outputs.page_url }}
steps:
- name: deploy to GitHub Pages
id: deployment
uses: actions/deploy-pages@v4

View File

@@ -1,49 +0,0 @@
# This is a mostly a copy-paste from https://github.com/squidfunk/mkdocs-material/blob/master/docs/publishing-your-site.md
name: mkdocs
on:
push:
branches:
- main
workflow_dispatch:
permissions:
contents: write
jobs:
deploy:
if: github.event.pull_request.draft == false
runs-on: ubuntu-latest
env:
REPO_URL: '${{ github.server_url }}/${{ github.repository }}'
REPO_NAME: '${{ github.repository }}'
SITE_URL: 'https://${{ github.repository_owner }}.github.io/InvokeAI'
steps:
- name: checkout
uses: actions/checkout@v4
- name: setup python
uses: actions/setup-python@v5
with:
python-version: '3.10'
cache: pip
cache-dependency-path: pyproject.toml
- name: set cache id
run: echo "cache_id=$(date --utc '+%V')" >> $GITHUB_ENV
- name: use cache
uses: actions/cache@v4
with:
key: mkdocs-material-${{ env.cache_id }}
path: .cache
restore-keys: |
mkdocs-material-
- name: install dependencies
run: python -m pip install ".[docs]"
- name: build & deploy
run: mkdocs gh-deploy --force

78
.github/workflows/translations.yml vendored Normal file
View File

@@ -0,0 +1,78 @@
name: Crowdin Translations
on:
# Allow manual runs from the Actions tab
workflow_dispatch:
inputs:
upload_sources:
description: 'Upload source strings to Crowdin'
type: boolean
default: true
download_translations:
description: 'Download translations from Crowdin'
type: boolean
default: true
# Upload sources & download translations when source files change on main
push:
branches:
- main
paths:
- 'invokeai/frontend/web/public/locales/en.json'
- 'docs/src/content/i18n/en.json'
- 'docs/src/content/docs/**/*.md'
- 'docs/src/content/docs/**/*.mdx'
- '!docs/src/content/docs/[a-z][a-z]/**'
- '!docs/src/content/docs/[a-z][a-z]-*/**'
- 'crowdin.yml'
permissions:
contents: write
pull-requests: write
jobs:
crowdin-sync:
name: Sync with Crowdin
runs-on: ubuntu-latest
steps:
- name: Checkout
uses: actions/checkout@v4
- name: Crowdin Sync
uses: crowdin/github-action@v2
with:
# Upload sources on push to main or when manually requested
upload_sources: ${{ github.event_name != 'workflow_dispatch' || inputs.upload_sources }}
upload_translations: false
# Download translations on push to main or when manually requested
download_translations: ${{ github.event_name != 'workflow_dispatch' || inputs.download_translations }}
# PR settings for downloaded translations
create_pull_request: true
pull_request_title: 'i18n: update translations from Crowdin'
pull_request_body: |
Automated pull request from [Crowdin](https://crowdin.com).
This PR updates translations for:
- **Web App UI** (`invokeai/frontend/web/public/locales/`)
- **Documentation UI Strings** (`docs/src/content/i18n/`)
- **Documentation Content** (`docs/src/content/docs/<locale>/`)
pull_request_base_branch_name: main
pull_request_labels: 'i18n'
# Commit settings
localization_branch_name: crowdin/translations
commit_message: 'i18n: update translations from Crowdin'
# Use the config file at the repo root
config: crowdin.yml
# Skip untranslated strings/files to keep partial translations clean
download_translations_args: '--skip-untranslated-strings'
env:
GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
CROWDIN_PROJECT_ID: ${{ secrets.CROWDIN_PROJECT_ID }}
CROWDIN_PERSONAL_TOKEN: ${{ secrets.CROWDIN_PERSONAL_TOKEN }}

View File

@@ -46,8 +46,10 @@ jobs:
df -h
sudo rm -rf /usr/share/dotnet
sudo rm -rf "$AGENT_TOOLSDIRECTORY"
sudo swapoff /mnt/swapfile
sudo rm -rf /mnt/swapfile
if [ -f /mnt/swapfile ]; then
sudo swapoff /mnt/swapfile
sudo rm -rf /mnt/swapfile
fi
echo "----- Free space after cleanup"
df -h

4
.gitignore vendored
View File

@@ -179,6 +179,7 @@ cython_debug/
# Scratch folder
.scratch/
worktrees/
.vscode/
.zed/
@@ -192,3 +193,6 @@ installer/InvokeAI-Installer/
.aider*
.claude/
# Weblate configuration file
weblate.ini

View File

@@ -12,24 +12,25 @@ help:
@echo "mypy-all Run mypy ignoring the config in pyproject.tom but still ignoring missing imports"
@echo "test Run the unit tests."
@echo "update-config-docstring Update the app's config docstring so mkdocs can autogenerate it correctly."
@echo "frontend-install Install the pnpm modules needed for the front end"
@echo "frontend-build Build the frontend in order to run on localhost:9090"
@echo "frontend-install Install the pnpm modules needed for the frontend"
@echo "frontend-build Build the frontend for localhost:9090"
@echo "frontend-test Run the frontend test suite once"
@echo "frontend-dev Run the frontend in developer mode on localhost:5173"
@echo "frontend-typegen Generate types for the frontend from the OpenAPI schema"
@echo "wheel Build the wheel for the current version"
@echo "frontend-lint Run frontend checks and fixable lint/format steps"
@echo "wheel Build the wheel for the current version"
@echo "tag-release Tag the GitHub repository with the current version (use at release time only!)"
@echo "openapi Generate the OpenAPI schema for the app, outputting to stdout"
@echo "docs Serve the mkdocs site with live reload"
# Runs ruff, fixing any safely-fixable errors and formatting
ruff:
ruff check . --fix
ruff format .
cd invokeai && uv tool run ruff@0.11.2 format
# Runs ruff, fixing all errors it can fix and formatting
ruff-unsafe:
ruff check . --fix --unsafe-fixes
ruff format .
ruff format
# Runs mypy, using the config in pyproject.toml
mypy:
@@ -57,6 +58,10 @@ frontend-install:
frontend-build:
cd invokeai/frontend/web && pnpm build
# Run the frontend test suite once
frontend-test:
cd invokeai/frontend/web && pnpm run test:run
# Run the frontend in dev mode
frontend-dev:
cd invokeai/frontend/web && pnpm dev
@@ -64,6 +69,13 @@ frontend-dev:
frontend-typegen:
cd invokeai/frontend/web && python ../../../scripts/generate_openapi_schema.py | pnpm typegen
frontend-lint:
cd invokeai/frontend/web/src && \
pnpm lint:tsc && \
pnpm lint:dpdm && \
pnpm lint:eslint --fix && \
pnpm lint:prettier --write
# Tag the release
wheel:
cd scripts && ./build_wheel.sh
@@ -79,4 +91,4 @@ openapi:
# Serve the mkdocs site w/ live reload
.PHONY: docs
docs:
mkdocs serve
mkdocs serve

View File

@@ -16,6 +16,12 @@ Invoke is a leading creative engine built to empower professionals and enthusias
![Highlighted Features - Canvas and Workflows](https://github.com/invoke-ai/InvokeAI/assets/31807370/708f7a82-084f-4860-bfbe-e2588c53548d)
---
> ## 📣 Are you a new or returning InvokeAI user?
> Take our first annual [User's Survey](https://forms.gle/rCE5KuQ7Wfrd1UnS7)
---
# Documentation
| **Quick Links** |
@@ -46,21 +52,45 @@ The Unified Canvas is a fully integrated canvas implementation with support for
### Workflows & Nodes
Invoke offers a fully featured workflow management solution, enabling users to combine the power of node-based workflows with the easy of a UI. This allows for customizable generation pipelines to be developed and shared by users looking to create specific workflows to support their production use-cases.
Invoke offers a fully featured workflow management solution, enabling users to combine the power of node-based workflows with the ease of a UI. This allows for customizable generation pipelines to be developed and shared by users looking to create specific workflows to support their production use-cases.
### Board & Gallery Management
Invoke features an organized gallery system for easily storing, accessing, and remixing your content in the Invoke workspace. Images can be dragged/dropped onto any Image-base UI element in the application, and rich metadata within the Image allows for easy recall of key prompts or settings used in your workflow.
### Model Support
- SD 1.5
- SD 2.0
- SDXL
- SD 3.5 Medium
- SD 3.5 Large
- CogView 4
- Flux.1 Dev
- Flux.1 Schnell
- Flux.1 Kontext
- Flux.1 Krea
- Flux Redux
- Flux Fill
- Flux.2 Klein 4B
- Flux.2 Klein 9B
- Z-Image Turbo
- Z-Image Base
- Anima
- Qwen Image
- Qwen Image Edit
- Nano Banana (API Only)
- GPT Image (API Only)
- Wan (API Only)
### Other features
- Support for both ckpt and diffusers models
- SD1.5, SD2.0, SDXL, and FLUX support
- Support for ckpt, diffusers, and some gguf models
- Upscaling Tools
- Embedding Manager & Support
- Model Manager & Support
- Workflow creation & management
- Node-Based Architecture
- Object Segmentation & Selection Models (SAM / SAM2)
## Contributing
@@ -76,14 +106,14 @@ Invoke is a combined effort of [passionate and talented people from across the w
Original portions of the software are Copyright © 2024 by respective contributors.
[features docs]: https://invoke-ai.github.io/InvokeAI/features/database/
[faq]: https://invoke-ai.github.io/InvokeAI/faq/
[contributors]: https://invoke-ai.github.io/InvokeAI/contributing/contributors/
[features docs]: https://invoke.ai/
[faq]: https://invoke.ai/troubleshooting/faq/
[contributors]: https://invoke.ai/contributing/contributors/
[github issues]: https://github.com/invoke-ai/InvokeAI/issues
[docs home]: https://invoke-ai.github.io/InvokeAI
[installation docs]: https://invoke-ai.github.io/InvokeAI/installation/
[docs home]: https://invoke.ai
[installation docs]: https://invoke.ai/start-here/installation/
[#dev-chat]: https://discord.com/channels/1020123559063990373/1049495067846524939
[contributing docs]: https://invoke-ai.github.io/InvokeAI/contributing/
[contributing docs]: https://invoke.ai/contributing/
[CI checks on main badge]: https://flat.badgen.net/github/checks/invoke-ai/InvokeAI/main?label=CI%20status%20on%20main&cache=900&icon=github
[CI checks on main link]: https://github.com/invoke-ai/InvokeAI/actions?query=branch%3Amain
[discord badge]: https://flat.badgen.net/discord/members/ZmtBAhwWhy?icon=discord

View File

@@ -0,0 +1,169 @@
# User Isolation Implementation Summary
This document describes the implementation of user isolation features in the InvokeAI session queue and processing system to address issues identified in the enhancement request.
## Issues Addressed
### 1. Cross-User Image/Preview Visibility
**Problem:** When two users are logged in simultaneously and one initiates a generation, the generation preview shows up in both users' browsers and the generated image gets saved to both users' image boards.
**Solution:** Implemented socket-level event filtering based on user authentication:
#### Backend Changes (`invokeai/app/api/sockets.py`):
- Added socket authentication middleware in `_handle_connect()` method
- Extracts JWT token from socket auth data or HTTP headers
- Verifies token using existing `verify_token()` function
- Stores `user_id` and `is_admin` in socket session for later use
- Modified `_handle_queue_event()` to filter events by user:
- For `QueueItemEventBase` events, only emit to:
- The user who owns the queue item (`user_id` matches)
- Admin users (`is_admin` is True)
- For general queue events, emit to all subscribers
#### Event System Changes (`invokeai/app/services/events/events_common.py`):
- Added `user_id` field to `QueueItemEventBase` class
- Updated all event builders to include `user_id` from queue items:
- `InvocationStartedEvent.build()`
- `InvocationProgressEvent.build()`
- `InvocationCompleteEvent.build()`
- `InvocationErrorEvent.build()`
- `QueueItemStatusChangedEvent.build()`
### 2. Batch Field Values Privacy
**Problem:** Users can see batch field values from generation processes launched by other users.
**Solution:** Implemented field value sanitization at the API level:
#### API Router Changes (`invokeai/app/api/routers/session_queue.py`):
- Created `sanitize_queue_item_for_user()` helper function
- Clears `field_values` for non-admin users viewing other users' items
- Admins and item owners can see all field values
- Updated endpoints to require authentication and sanitize responses:
- `list_all_queue_items()` - Added `CurrentUser` dependency
- `get_queue_items_by_item_ids()` - Added `CurrentUser` dependency
- `get_queue_item()` - Added `CurrentUser` dependency
### 3. Queue Updates Across Browser Windows
**Problem:** When the job queue tab is open in multiple browsers and a generation is begun in one browser window, the queue does not update in the other window.
**Status:** This issue is likely resolved by the socket authentication and event filtering changes. The existing socket subscription mechanism (`subscribe_queue` event) already supports multiple connections per user. Testing is required to confirm this works correctly with the new authentication flow.
### 4. User Information Display
**Problem:** Queue table lacks user identification, making it difficult to know who launched which job.
**Solution:** Added user information to queue items and UI:
#### Database Layer (`invokeai/app/services/session_queue/session_queue_sqlite.py`):
- Updated SQL queries to JOIN with `users` table
- Modified methods to fetch user information:
- `get_queue_item()` - Now selects `display_name` and `email` from users table
- `dequeue()` - Includes user info
- `get_next()` - Includes user info
- `get_current()` - Includes user info
- `list_all_queue_items()` - Includes user info
#### Data Model Changes (`invokeai/app/services/session_queue/session_queue_common.py`):
- Added optional fields to `SessionQueueItem`:
- `user_display_name: Optional[str]` - Display name from users table
- `user_email: Optional[str]` - Email from users table
- Note: `user_id` field already existed from Migration 25
#### Frontend UI Changes:
- **Constants** (`constants.ts`): Added `user: '8rem'` column width
- **Header** (`QueueListHeader.tsx`): Added "User" column header
- **Item Component** (`QueueItemComponent.tsx`):
- Added logic to display user information (display_name → email → user_id)
- Added user column to queue item row
- Added tooltip with full username on hover
- Added "Hidden for privacy" message when field_values are null for non-owned items
- **Localization** (`en.json`): Added translations:
- `"user": "User"`
- `"fieldValuesHidden": "Hidden for privacy"`
## Security Considerations
### Token Verification
- Tokens are verified using the existing `verify_token()` function from `invokeai.app.services.auth.token_service`
- Invalid or missing tokens default to "system" user with non-admin privileges
- Socket connections without valid tokens are still accepted for backward compatibility but have limited access
### Data Privacy
- Field values are only visible to:
- The user who created the queue item
- Admin users
- Non-admin users viewing other users' queue items see "Hidden for privacy" instead of field values
### Admin Privileges
- Admin users can see all queue events and field values across all users
- Admin status is determined from the JWT token's `is_admin` field
## Migration Notes
No database migration is required. The changes leverage:
- Existing `user_id` column in `session_queue` table (added in Migration 25)
- Existing `users` table (added in Migration 25)
- SQL LEFT JOINs to fetch user information (gracefully handles missing user records)
## Testing Requirements
### Backend Testing
1. **Socket Authentication:**
- Verify valid tokens are accepted and user context is stored
- Verify invalid tokens default to system user
- Verify expired tokens are rejected
2. **Event Filtering:**
- User A should only receive events for their own queue items
- Admin users should receive all events
- Non-admin users should not receive events from other users
3. **Field Value Sanitization:**
- Non-admin users should see null field_values for other users' items
- Admins should see all field values
- Users should see their own field values
### Frontend Testing
1. **UI Display:**
- User column should display in queue list
- Display name should be shown when available
- Email should be shown as fallback when display name is missing
- User ID should be shown when both display name and email are missing
- Tooltip should show full username on hover
2. **Field Values Display:**
- "Hidden for privacy" message should appear when viewing other users' items
- Own items should show field values normally
3. **Multi-Browser Testing:**
- Open queue tab in two browsers with different users
- Start generation in one browser
- Verify other browser doesn't see the preview/progress
- Verify admin user can see all generations
### Integration Testing
1. Multi-user scenarios with simultaneous generations
2. Queue updates across multiple browser windows
3. Admin vs. non-admin privilege differentiation
4. Socket reconnection handling
## Known Limitations
1. **TypeScript Types:**
- The OpenAPI schema needs to be regenerated to include new fields
- Run: `cd invokeai/frontend/web && python ../../../scripts/generate_openapi_schema.py | pnpm typegen`
2. **Backward Compatibility:**
- System user ("system") entries will not have display name or email
- Existing queue items from before Migration 25 will have user_id="system"
3. **Socket.IO Session Storage:**
- Socket.IO's in-memory session storage may not persist across server restarts
- Consider implementing persistent session storage if needed for production
## Future Enhancements
1. Add user filtering to queue list (show only my items vs. all items)
2. Add permission system for queue management operations (cancel, retry, delete)
3. Implement queue item ownership transfer for administrative purposes
4. Add audit logging for queue operations with user attribution
5. Consider implementing user-specific queue limits or quotas

View File

@@ -109,7 +109,7 @@ CONTAINER_UID=1000
GPU_DRIVER=cuda
```
Any environment variables supported by InvokeAI can be set here. See the [Configuration docs](https://invoke-ai.github.io/InvokeAI/features/CONFIGURATION/) for further detail.
Any environment variables supported by InvokeAI can be set here. See the [Configuration docs](https://invoke.ai/configuration/invokeai-yaml/) for further detail.
---

View File

@@ -16,7 +16,9 @@ The launcher uses GitHub as the source of truth for available releases.
## General Prep
Make a developer call-out for PRs to merge. Merge and test things out. Bump the version by editing `invokeai/version/invokeai_version.py`.
Make a developer call-out for PRs to merge. Merge and test things
out. Create a branch with a name like user/chore/vX.X.X-prep and bump the version by editing
`invokeai/version/invokeai_version.py` and commit locally.
## Release Workflow
@@ -26,14 +28,14 @@ It is triggered on **tag push**, when the tag matches `v*`.
### Triggering the Workflow
Ensure all commits that should be in the release are merged, and you have pulled them locally.
Double-check that you have checked out the commit that will represent the release (typically the latest commit on `main`).
Ensure all commits that should be in the release are merged into this branch, and that you have pulled them locally.
Run `make tag-release` to tag the current commit and kick off the workflow. You will be prompted to provide a message - use the version specifier.
If this version's tag already exists for some reason (maybe you had to make a last minute change), the script will overwrite it.
Push the commit to trigger the workflow.
> In case you cannot use the Make target, the release may also be dispatched [manually] via GH.
### Workflow Jobs and Process
@@ -89,7 +91,7 @@ The publish jobs will not run if any of the previous jobs fail.
They use [GitHub environments], which are configured as [trusted publishers] on PyPI.
Both jobs require a @hipsterusername or @psychedelicious to approve them from the workflow's **Summary** tab.
Both jobs require a @lstein or @blessedcoolant to approve them from the workflow's **Summary** tab.
- Click the **Review deployments** button
- Select the environment (either `testpypi` or `pypi` - typically you select both)
@@ -101,7 +103,7 @@ Both jobs require a @hipsterusername or @psychedelicious to approve them from th
Check the [python infrastructure status page] for incidents.
If there are no incidents, contact @hipsterusername or @lstein, who have owner access to GH and PyPI, to see if access has expired or something like that.
If there are no incidents, contact @lstein or @blessedcoolant, who have owner access to GH and PyPI, to see if access has expired or something like that.
#### `publish-testpypi` Job

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