# Comfyui-In-Context-Lora-Utils ## Installation 1. Download the zip file containing the custom nodes. 2. Extract the files to the following directory: `..\ComfyUI\custom_nodes` 3. Restart **ComfyUI** to load the new nodes. ## Workflow A complete workflow demonstrating the usage of this extension is available here: [ComfyUI-In-Context-LoRA Workflow](https://civitai.com/models/933018?modelVersionId=1131311) ## Prerequisites To make the workflow functional, ensure the following files are downloaded and placed in the appropriate directories: 1. **`flux1-fill-dev.safetensors`** [Download here](https://huggingface.co/black-forest-labs/FLUX.1-Fill-dev/resolve/main/flux1-fill-dev.safetensors?download=true) Place in: `..\ComfyUI\ComfyUI\models\unet` 3. **`ViT-L-14-TEXT-detail-improved-hiT-GmP-HF.safetensors`** [Download here](https://huggingface.co/zer0int/CLIP-GmP-ViT-L-14/resolve/main/ViT-L-14-TEXT-detail-improved-hiT-GmP-HF.safetensors) Place in: `..\ComfyUI\ComfyUI\models\clip` 5. **`t5xxl_fp8_e4m3fn_scaled.safetensors`** [Download here](https://huggingface.co/comfyanonymous/flux_text_encoders/resolve/main/t5xxl_fp8_e4m3fn_scaled.safetensors) Place in: `..\ComfyUI\ComfyUI\models\clip` 7. **`ae.sft`** [Download here](https://huggingface.co/black-forest-labs/FLUX.1-schnell/resolve/main/ae.safetensors) Place in: `..\ComfyUI\models\vae` 9. **`flux1-redux-dev.safetensors`** [Download here](https://huggingface.co/black-forest-labs/FLUX.1-Redux-dev/resolve/main/flux1-redux-dev.safetensors?download=true) Place in: `..\ComfyUI\models\style_models` 11. **`sigclip_vision_patch14_384.safetensors`** [Download here](https://huggingface.co/Comfy-Org/sigclip_vision_384/resolve/main/sigclip_vision_patch14_384.safetensors) Place in: `..\ComfyUI\models\clip_vision` ## Change Logs: - **2024-12-14:** Adjust x_diff calculation and adjust fit image logic. - **2024-12-13:** Fix Incorrect Padding - **2024-12-12(2):** Fix center point calculation when close to edge. - **2024-12-12:** Reconstruct the node with new caculation. - **2024-12-11:** Avoid too large buffer cause incorrect context area - **2024-12-10(3):** Avoid padding when image have width or height to extend the context area - **2024-12-05:** Fix incorrect cropping issue when mask is not fit in target ratio - **2024-12-01:** Adjust contours calculation, fix multiple contour only produce single contour issue - **2024-11-30:** Add AutoPatch node, it is able to automatically select patch mode and patch type - **2024-11-29:** Recontruct the node and seperate from old node, new nodes: CreateContextWindow, ConcatContextWindow - **2024-11-22:** Update Two Images input and related masks input ## Example: - v3 Object Replacement ![alt text](https://github.com/lrzjason/Comfyui-In-Context-Lora-Utils/blob/main/image/v3_object_replacement.png) - v3 Generate On Target Position ![alt text](https://github.com/lrzjason/Comfyui-In-Context-Lora-Utils/blob/main/image/v3_target_position.png) - v3 Virtual Try On ![alt text](https://github.com/lrzjason/Comfyui-In-Context-Lora-Utils/blob/main/image/v3_try_on.png) ## OLD NODE Example: Simple Try On Lora: https://civitai.com/models/950111/flux-simple-try-on-in-context-lora ![alt text](https://github.com/lrzjason/Comfyui-In-Context-Lora-Utils/blob/main/image/example_1.png) ![alt text](https://github.com/lrzjason/Comfyui-In-Context-Lora-Utils/blob/main/image/example_2.png) ## Contact - **Twitter**: [@Lrzjason](https://twitter.com/Lrzjason) - **Email**: lrzjason@gmail.com - **QQ Group**: 866612947 - **Civitai**: [xiaozhijason](https://civitai.com/user/xiaozhijason) ## Sponsors me for more open source projects:

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Name	Type	Default	Description
image2	IMAGE		—
mask2opt	MASK		—

Name	Type	Description
patch_mode	STRING	—
patch_type	STRING	—

Auto Patch

Inputs (2)

Outputs (2)