Commit Graph

7877 Commits

Author SHA1 Message Date
Brandon Rising
125b459e56 chore: 4.2.9rc2 version bump 2024-09-04 10:42:16 -04:00
Brandon Rising
33edee1ba6 Delete all flux bundle state dict keys when extracting the transformer state dict 2024-09-04 09:36:23 -04:00
Brandon Rising
d20335dabc convert_bundle_to_flux_transformer_checkpoint now removes processed keys to decrease memory usage 2024-09-04 09:36:23 -04:00
Brandon Rising
d10d258213 Add a comment for why we're converting scale tensors in flux models to bfloat16 2024-09-04 09:36:23 -04:00
Brandon
d57ba1ed8b Update invokeai/backend/model_manager/probe.py
Co-authored-by: Ryan Dick <ryanjdick3@gmail.com>
2024-09-04 09:36:23 -04:00
Brandon Rising
2d0e34e57b Support non-quantized bundles 2024-09-04 09:36:23 -04:00
Brandon Rising
a005d06255 feat: support checkpoint bundles containing more than just the transformer 2024-09-04 09:36:23 -04:00
Lincoln Stein
6dabe4d3ca assign T5 encoder to base type "Any" 2024-09-03 15:55:51 -04:00
Lincoln Stein
00e4652d30 add more reliable fallback method for determining BnbQuantizedLlmInt8b 2024-09-03 15:55:51 -04:00
Lincoln Stein
b6434c5318 correct modelformat probe for t5 encoders 2024-09-03 15:55:51 -04:00
Lincoln Stein
3f7f9f8d61 add probes for T5_encoder and ClipTextModel 2024-09-03 15:55:51 -04:00
Brandon Rising
f3bb592544 Update latents used for preview images in flux 2024-09-03 14:04:16 -04:00
Brandon Rising
69f080fb75 Move flux step callback code into the step_callback util scripts, use other services within the invocation context 2024-09-03 14:04:16 -04:00
Brandon Rising
04272a7cc8 Initial attempt at preview images 2024-09-03 14:04:16 -04:00
Lincoln Stein
8d35af946e [MM] add API routes for getting & setting MM cache sizes (#6523)
* [MM] add API routes for getting & setting MM cache sizes, and retrieving MM stats

* Update invokeai/app/api/routers/model_manager.py

Co-authored-by: Ryan Dick <ryanjdick3@gmail.com>

* code cleanup after @ryand review

* Update invokeai/app/api/routers/model_manager.py

Co-authored-by: Ryan Dick <ryanjdick3@gmail.com>

* fix merge conflicts; tested and working

---------

Co-authored-by: Lincoln Stein <lstein@gmail.com>
Co-authored-by: Ryan Dick <ryanjdick3@gmail.com>
2024-09-02 12:18:21 -04:00
Ryan Dick
627b0bf644 Expose all FLUX model params in the default FLUX models. 2024-09-02 09:38:17 -04:00
Ryan Dick
b43da46b82 Rename 'FLUX VAE Encode'/'FLUX VAE Decode' to 'FLUX Image to Latents'/'FLUX Latents to Image' 2024-09-02 09:38:17 -04:00
Ryan Dick
4255a01c64 Restore line that was accidentally removed during development. 2024-09-02 09:38:17 -04:00
Ryan Dick
23adbd4002 Update schema.ts. 2024-09-02 09:38:17 -04:00
Ryan Dick
fb5a24fcc6 Update default workflows for FLUX. 2024-09-02 09:38:17 -04:00
Ryan Dick
cfdd5a1900 Rename flux_text_to_image.py -> flex_denoise.py 2024-09-02 09:38:17 -04:00
Ryan Dick
2313f326df Add denoise_end param to FluxDenoiseInvocation. 2024-09-02 09:38:17 -04:00
Ryan Dick
2e092a2313 Rename FluxTextToImageInvocation -> FluxDenoiseInvocation. 2024-09-02 09:38:17 -04:00
Ryan Dick
763ef06c18 Use the existence of initial latents to decide whether we are doing image-to-image in the FLUX denoising node. Previously we were using the denoising_start value, but in some cases with an inpaintin mask you may want to run image-to-image from densoising_start=0. 2024-09-02 09:38:17 -04:00
Ryan Dick
8292f6cd42 Code cleanup and documentation around FLUX inpainting. 2024-09-02 09:38:17 -04:00
Ryan Dick
278bba499e Split FLUX VAE decoding out into its own node from LatentsToImageInvocation. 2024-09-02 09:38:17 -04:00
Ryan Dick
dd99ed28e0 Split FLUX VAE encoding out into its own node from ImageToLatentsInvocation. 2024-09-02 09:38:17 -04:00
Ryan Dick
9a8aca69bf Get a rough version of FLUX inpainting working. 2024-09-02 09:38:17 -04:00
Ryan Dick
7ad62512eb Update MaskTensorToImageInvocation to support input mask tensors with or without a channel dimension. 2024-09-02 09:38:17 -04:00
Ryan Dick
bd466661ec Remove unused vae field from FLUXTextToImageInvocation. 2024-09-02 09:38:17 -04:00
Ryan Dick
7ebb509d05 Bump FLUX node versions after splitting out VAE encode/decode. 2024-09-02 09:38:17 -04:00
Ryan Dick
0aa13c046c Split VAE decoding out from the FLUXTextToImageInvocation. 2024-09-02 09:38:17 -04:00
Ryan Dick
a7a33d73f5 Get FLUX non-masked image-to-image working - still rough. 2024-09-02 09:38:17 -04:00
Ryan Dick
ffa39857d3 Add FLUX VAE decoding support to LatentsToImageInvocation. 2024-09-02 09:38:17 -04:00
Ryan Dick
e85c3bc465 Add FLUX VAE support to ImageToLatentsInvocation. 2024-09-02 09:38:17 -04:00
Brandon Rising
d62310bb5f Support HF repos with subfolders in source on windows OS 2024-08-30 19:31:42 -04:00
Brandon Rising
1835bff196 Fix source string in hugging face installs with subfolders 2024-08-30 19:31:42 -04:00
Ryan Dick
4e4b6c6dbc Tidy variable management and dtype handling in FluxTextToImageInvocation. 2024-08-29 19:08:18 +00:00
Ryan Dick
5e8cf9fb6a Remove hack to clear cache from the FluxTextToImageInvocation. We now clear the cache based on the on-disk model size. 2024-08-29 19:08:18 +00:00
Ryan Dick
c738fe051f Split T5 encoding and CLIP encoding into separate functions to ensure that all model references are locally-scoped so that the two models don't have to be help in memory at the same time. 2024-08-29 19:08:18 +00:00
Ryan Dick
29fe1533f2 Fix bug in InvokeLinear8bitLt that was causing old state information to persist after loading from a state dict. This manifested as state tensors being left on the GPU even when a model had been offloaded to the CPU cache. 2024-08-29 19:08:18 +00:00
Ryan Dick
77090070bd Check the size of a model on disk and make room for it in the cache before loading it. 2024-08-29 19:08:18 +00:00
Ryan Dick
6ba9b1b6b0 Tidy up GIG -> GB and remove unused GIG constant. 2024-08-29 19:08:18 +00:00
Ryan Dick
c578b8df1e Improve ModelCache docs. 2024-08-29 19:08:18 +00:00
Ryan Dick
cad9a41433 Remove unused MOdelCache.exists(...) function. 2024-08-29 19:08:18 +00:00
Ryan Dick
5fefb3b0f4 Remove unused param from ModelCache. 2024-08-29 19:08:18 +00:00
Ryan Dick
5284a870b0 Remove unused constructor params from ModelCache. 2024-08-29 19:08:18 +00:00
Ryan Dick
e064377c05 Remove default model cache sizes from model_cache_default.py. These defaults were misleading, because the config defaults take precedence over them. 2024-08-29 19:08:18 +00:00
Mary Hipp
3e569c8312 feat(ui): add fields for CLIP embed models and Flux VAE models in workflows 2024-08-29 11:52:51 -04:00
maryhipp
16825ee6e9 feat(nodes): bump version of flux model node, update default workflow 2024-08-29 11:52:51 -04:00