Release/v3.5.1 (#5363)

## What type of PR is this? (check all applicable)

Release v3.5.1

## Have you discussed this change with the InvokeAI team?
- [X] Yes
- [ ] No, because:

      
## Have you updated all relevant documentation?
- [X] Yes
- [ ] No


## Description
InvokeAI v3.5.1 release

## [optional] Are there any post deployment tasks we need to perform?
1. Release on PyPi
2. Create GH release
3. Annonce on Discord

docs/javascripts/init_kapa_widget.js

@@ -1,10 +1,10 @@
-document.addEventListener("DOMContentLoaded", function () {
-  var script = document.createElement("script");
-  script.src = "https://widget.kapa.ai/kapa-widget.bundle.js";
-  script.setAttribute("data-website-id", "b5973bb1-476b-451e-8cf4-98de86745a10");
-  script.setAttribute("data-project-name", "Invoke.AI");
-  script.setAttribute("data-project-color", "#11213C");
-  script.setAttribute("data-project-logo", "https://avatars.githubusercontent.com/u/113954515?s=280&v=4");
-  script.async = true;
-  document.head.appendChild(script);
-});
+document.addEventListener("DOMContentLoaded", function () {
+  var script = document.createElement("script");
+  script.src = "https://widget.kapa.ai/kapa-widget.bundle.js";
+  script.setAttribute("data-website-id", "b5973bb1-476b-451e-8cf4-98de86745a10");
+  script.setAttribute("data-project-name", "Invoke.AI");
+  script.setAttribute("data-project-color", "#11213C");
+  script.setAttribute("data-project-logo", "https://avatars.githubusercontent.com/u/113954515?s=280&v=4");
+  script.async = true;
+  document.head.appendChild(script);
+});

docs/nodes/communityNodes.md

@@ -36,7 +36,8 @@ To use a community workflow, download the the `.json` node graph file and load i
     + [Mask Operations](#mask-operations)
     + [Match Histogram](#match-histogram)
     + [Metadata-Linked](#metadata-linked-nodes)
-    + [Negative Image](#negative-image)    
+    + [Negative Image](#negative-image)
+    + [Nightmare Promptgen](#nightmare-promptgen)    
     + [Oobabooga](#oobabooga)
     + [Prompt Tools](#prompt-tools)
     + [Remote Image](#remote-image)
@@ -346,6 +347,13 @@ Node Link: https://github.com/VeyDlin/negative-image-node
 View:
 </br><img src="https://raw.githubusercontent.com/VeyDlin/negative-image-node/master/.readme/node.png" width="500" />
 
+--------------------------------
+### Nightmare Promptgen
+
+**Description:** Nightmare Prompt Generator - Uses a local text generation model to create unique imaginative (but usually nightmarish) prompts for InvokeAI. By default, it allows you to choose from some gpt-neo models I finetuned on over 2500 of my own InvokeAI prompts in Compel format, but you're able to add your own, as well. Offers support for replacing any troublesome words with a random choice from list you can also define.
+
+**Node Link:** [https://github.com/gogurtenjoyer/nightmare-promptgen](https://github.com/gogurtenjoyer/nightmare-promptgen)
+
 --------------------------------
 ### Oobabooga
 

invokeai/backend/model_management/lora.py

@@ -215,7 +215,9 @@ class ModelPatcher:
             text_encoder.resize_token_embeddings(init_tokens_count + new_tokens_added, pad_to_multiple_of)
             model_embeddings = text_encoder.get_input_embeddings()
 
-            for ti_name, _ in ti_list:
+            for ti_name, ti in ti_list:
+                ti_embedding = _get_ti_embedding(text_encoder.get_input_embeddings(), ti)
+
                 ti_tokens = []
                 for i in range(ti_embedding.shape[0]):
                     embedding = ti_embedding[i]

invokeai/backend/stable_diffusion/diffusers_pipeline.py

@@ -276,7 +276,11 @@ class StableDiffusionGeneratorPipeline(StableDiffusionPipeline):
             self.disable_attention_slicing()
             return
         elif config.attention_type == "torch-sdp":
-            raise Exception("torch-sdp attention slicing not yet implemented")
+            if hasattr(torch.nn.functional, "scaled_dot_product_attention"):
+                # diffusers enables sdp automatically
+                return
+            else:
+                raise Exception("torch-sdp attention slicing not available")
 
         # the remainder if this code is called when attention_type=='auto'
         if self.unet.device.type == "cuda":
@@ -284,7 +288,7 @@ class StableDiffusionGeneratorPipeline(StableDiffusionPipeline):
                 self.enable_xformers_memory_efficient_attention()
                 return
             elif hasattr(torch.nn.functional, "scaled_dot_product_attention"):
-                # diffusers enable sdp automatically
+                # diffusers enables sdp automatically
                 return
 
         if self.unet.device.type == "cpu" or self.unet.device.type == "mps":

invokeai/frontend/web/dist/assets/ThemeLocaleProvider-687f0135.js

@@ -1,4 +1,4 @@
-import{D as s,iE as T,r as l,Z as A,iF as D,a7 as R,iG as z,iH as j,iI as V,iJ as F,iK as G,iL as W,iM as K,at as H,iN as Z,iO as J}from"./index-31d28826.js";import{M as U}from"./MantineProvider-11ad6165.js";var P=String.raw,E=P`
+import{D as s,iE as T,r as l,Z as A,iF as D,a7 as R,iG as z,iH as j,iI as V,iJ as F,iK as G,iL as W,iM as K,at as H,iN as Z,iO as J}from"./index-fbe0e055.js";import{M as U}from"./MantineProvider-44862fff.js";var P=String.raw,E=P`
   :root,
   :host {
     --chakra-vh: 100vh;

invokeai/frontend/web/dist/index.html

@@ -15,7 +15,7 @@
         margin: 0;
       }
     </style>
-    <script type="module" crossorigin src="./assets/index-31d28826.js"></script>
+    <script type="module" crossorigin src="./assets/index-fbe0e055.js"></script>
   </head>
 
   <body dir="ltr">

invokeai/frontend/web/src/features/nodes/components/flow/Flow.tsx

@@ -157,13 +157,11 @@ export const Flow = () => {
   }, []);
 
   const onMouseMove = useCallback((event: MouseEvent<HTMLDivElement>) => {
-    const bounds = flowWrapper.current?.getBoundingClientRect();
-    if (bounds) {
-      const pos = $flow.get()?.project({
-        x: event.clientX - bounds.left,
-        y: event.clientY - bounds.top,
+    if (flowWrapper.current?.getBoundingClientRect()) {
+      cursorPosition.current = $flow.get()?.screenToFlowPosition({
+        x: event.clientX,
+        y: event.clientY,
       });
-      cursorPosition.current = pos;
     }
   }, []);
 

invokeai/frontend/web/src/features/nodes/hooks/useBuildNode.ts

@@ -38,11 +38,11 @@ export const useBuildNode = () => {
         ?.getBoundingClientRect();
 
       if (rect) {
-        _x = rect.width / 2 - NODE_WIDTH / 2;
-        _y = rect.height / 2 - NODE_WIDTH / 2;
+        _x = rect.width / 2 - NODE_WIDTH / 2 + rect.left;
+        _y = rect.height / 2 - NODE_WIDTH / 2 + rect.top;
       }
 
-      const position = flow.project({
+      const position = flow.screenToFlowPosition({
         x: _x,
         y: _y,
       });

invokeai/version/invokeai_version.py

@@ -1 +1 @@
-__version__ = "3.5.0"
+__version__ = "3.5.1"