Uploading files

.gitattributes

@@ -33,3 +33,10 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+Images/Input/man_1.png filter=lfs diff=lfs merge=lfs -text
+Images/Input/man_2.jpg filter=lfs diff=lfs merge=lfs -text
+Images/Input/man_3.jpg filter=lfs diff=lfs merge=lfs -text
+Images/Input/woman_2.png filter=lfs diff=lfs merge=lfs -text
+Images/ex1.png filter=lfs diff=lfs merge=lfs -text
+Images/ex2.png filter=lfs diff=lfs merge=lfs -text
+Images/ex3.png filter=lfs diff=lfs merge=lfs -text

Dockerfile

@@ -0,0 +1,158 @@
+FROM nvidia/cuda:12.1.0-cudnn8-devel-ubuntu22.04
+
+ENV DEBIAN_FRONTEND=noninteractive \
+    TZ=America/Los_Angeles
+
+ARG USE_PERSISTENT_DATA
+
+RUN apt-get update && apt-get install -y \
+    git libgl1 libglib2.0-0 \
+    make build-essential libssl-dev zlib1g-dev \
+    libbz2-dev libreadline-dev libsqlite3-dev wget curl llvm \
+    libncursesw5-dev xz-utils tk-dev libxml2-dev libxmlsec1-dev libffi-dev liblzma-dev git git-lfs  \
+    ffmpeg libsm6 libxext6 cmake libgl1-mesa-glx \
+    && rm -rf /var/lib/apt/lists/* \
+    && git lfs install \
+    apt-get install nvidia-container-runtime
+
+WORKDIR /code
+
+
+# User
+RUN useradd -m -u 1000 user
+USER user
+ENV HOME=/home/user \
+    PATH=/home/user/.local/bin:$PATH
+
+# Pyenv
+RUN curl https://pyenv.run | bash
+ENV PATH=$HOME/.pyenv/shims:$HOME/.pyenv/bin:$PATH
+
+ARG PYTHON_VERSION=3.10.12
+# Python
+RUN pyenv install $PYTHON_VERSION && \
+    pyenv global $PYTHON_VERSION && \
+    pyenv rehash && \
+    pip install --no-cache-dir --upgrade pip setuptools wheel && \
+    pip install --no-cache-dir \
+    datasets \
+    huggingface-hub "protobuf<4" "click<8.1"
+
+# PyTorch installation with CUDA 12.1 support
+
+# Set the working directory to /data if USE_PERSISTENT_DATA is set, otherwise set to $HOME/app
+WORKDIR $HOME/app
+
+
+RUN git clone https://github.com/comfyanonymous/ComfyUI . && \pip install xformers!=0.0.24 --no-cache-dir -r requirements.txt --extra-index-url https://download.pytorch.org/whl/cu121
+
+# instal custom nodes
+RUN echo "Installing custom nodes..." 
+RUN pip install -U onnxruntime-gpu
+
+
+RUN cd custom_nodes && git clone https://github.com/ltdrdata/ComfyUI-Manager.git
+RUN cd custom_nodes && git clone https://huggingface.co/lllyasviel/ControlNet
+RUN cd custom_nodes && git clone https://github.com/ltdrdata/ComfyUI-Impact-Pack && cd ComfyUI-Impact-Pack && python install.py
+RUN cd custom_nodes && git clone https://github.com/ltdrdata/ComfyUI-Inspire-Pack && cd ComfyUI-Inspire-Pack && pip install -r requirements.txt
+RUN cd custom_nodes && git clone https://github.com/Fannovel16/ComfyUI-Frame-Interpolation && cd ComfyUI-Frame-Interpolation && python install.py
+RUN cd custom_nodes && git clone https://github.com/Fannovel16/ComfyUI-Video-Matting && cd ComfyUI-Video-Matting && pip install -r requirements.txt
+RUN cd custom_nodes && git clone https://github.com/BlenderNeko/ComfyUI_Cutoff
+RUN cd custom_nodes && git clone https://github.com/WASasquatch/PPF_Noise_ComfyUI && cd PPF_Noise_ComfyUI && pip install -r requirements.txt
+RUN cd custom_nodes && git clone https://github.com/WASasquatch/PowerNoiseSuite && cd PowerNoiseSuite && pip install -r requirements.txt
+RUN cd custom_nodes && git clone https://github.com/Jordach/comfy-plasma
+RUN cd custom_nodes && git clone https://github.com/Suzie1/ComfyUI_Comfyroll_CustomNodes
+RUN cd custom_nodes && git clone https://github.com/space-nuko/ComfyUI-OpenPose-Editor
+RUN cd custom_nodes && git clone https://github.com/twri/sdxl_prompt_styler
+RUN cd custom_nodes && git clone https://github.com/Kosinkadink/ComfyUI-AnimateDiff-Evolved
+RUN cd custom_nodes && git clone https://github.com/AIrjen/OneButtonPrompt
+RUN cd custom_nodes && git clone https://github.com/WASasquatch/was-node-suite-comfyui && cd was-node-suite-comfyui && pip install -r requirements.txt
+RUN cd custom_nodes && git clone https://github.com/cubiq/ComfyUI_essentials
+RUN cd custom_nodes && git clone https://github.com/crystian/ComfyUI-Crystools && cd ComfyUI-Crystools && pip install -r requirements.txt
+RUN cd custom_nodes && git clone https://github.com/ssitu/ComfyUI_UltimateSDUpscale --recursive
+RUN cd custom_nodes && git clone https://github.com/gokayfem/ComfyUI_VLM_nodes && cd ComfyUI_VLM_nodes && pip install -r requirements.txt
+RUN cd custom_nodes && git clone https://github.com/Fannovel16/comfyui_controlnet_aux && cd comfyui_controlnet_aux && pip install -r requirements.txt
+RUN cd custom_nodes && git clone https://github.com/Stability-AI/stability-ComfyUI-nodes && cd stability-ComfyUI-nodes && pip install -r requirements.txt 
+RUN cd custom_nodes && git clone https://github.com/jags111/efficiency-nodes-comfyui && cd efficiency-nodes-comfyui && pip install -r requirements.txt 
+RUN cd custom_nodes && git clone https://github.com/Kosinkadink/ComfyUI-VideoHelperSuite && cd ComfyUI-VideoHelperSuite && pip install -r requirements.txt 
+RUN cd custom_nodes && git clone https://github.com/pythongosssss/ComfyUI-Custom-Scripts
+RUN cd custom_nodes && git clone https://github.com/WASasquatch/FreeU_Advanced
+RUN cd custom_nodes && git clone https://github.com/city96/SD-Advanced-Noise
+RUN cd custom_nodes && git clone https://github.com/sipherxyz/comfyui-art-venture && cd comfyui-art-venture && pip install -r requirements.txt 
+RUN cd custom_nodes && git clone https://github.com/evanspearman/ComfyMath && cd ComfyMath && pip install -r requirements.txt 
+RUN cd custom_nodes && git clone https://github.com/Gourieff/comfyui-reactor-node && cd comfyui-reactor-node && pip install -r requirements.txt 
+RUN cd custom_nodes && git clone https://github.com/rgthree/rgthree-comfy && cd rgthree-comfy && pip install -r requirements.txt 
+RUN cd custom_nodes && git clone https://github.com/giriss/comfy-image-saver && cd comfy-image-saver && pip install -r requirements.txt 
+RUN cd custom_nodes && git clone https://github.com/gokayfem/ComfyUI-Depth-Visualization && cd ComfyUI-Depth-Visualization && pip install -r requirements.txt
+RUN cd custom_nodes && git clone https://github.com/kohya-ss/ControlNet-LLLite-ComfyUI
+RUN cd custom_nodes && git clone https://github.com/gokayfem/ComfyUI-Dream-Interpreter && cd ComfyUI-Dream-Interpreter && pip install -r requirements.txt
+RUN cd custom_nodes && git clone https://github.com/cubiq/ComfyUI_IPAdapter_plus
+RUN cd custom_nodes && git clone https://github.com/Kosinkadink/ComfyUI-Advanced-ControlNet && cd ComfyUI-Advanced-ControlNet && pip install -r requirements.txt 
+RUN cd custom_nodes && git clone https://github.com/Acly/comfyui-inpaint-nodes 
+RUN cd custom_nodes && git clone https://github.com/chflame163/ComfyUI_LayerStyle  && cd ComfyUI_LayerStyle && pip install -r requirements.txt 
+RUN cd custom_nodes && git clone https://github.com/omar92/ComfyUI-QualityOfLifeSuit_Omar92
+RUN cd custom_nodes && git clone https://github.com/Derfuu/Derfuu_ComfyUI_ModdedNodes
+RUN cd custom_nodes && git clone https://github.com/EllangoK/ComfyUI-post-processing-nodes
+RUN cd custom_nodes && git clone https://github.com/jags111/ComfyUI_Jags_VectorMagic
+RUN cd custom_nodes && git clone https://github.com/melMass/comfy_mtb  && cd comfy_mtb && pip install -r requirements.txt 
+RUN cd custom_nodes && git clone https://github.com/AuroBit/ComfyUI-OOTDiffusion  && cd ComfyUI-OOTDiffusion && pip install -r requirements.txt 
+RUN cd custom_nodes && git clone https://github.com/kijai/ComfyUI-KJNodes && cd ComfyUI-KJNodes && pip install -r requirements.txt 
+RUN cd custom_nodes && git clone https://github.com/kijai/ComfyUI-SUPIR && cd ComfyUI-SUPIR && pip install -r requirements.txt
+RUN cd custom_nodes && git clone https://github.com/kijai/ComfyUI-depth-fm && cd ComfyUI-depth-fm && pip install -r requirements.txt
+RUN cd custom_nodes && git clone https://github.com/viperyl/ComfyUI-BiRefNet && cd ComfyUI-BiRefNet && pip install -r requirements.txt
+RUN cd custom_nodes && git clone https://github.com/gokayfem/ComfyUI-Texture-Simple
+RUN cd custom_nodes && git clone https://github.com/ZHO-ZHO-ZHO/ComfyUI-APISR && cd ComfyUI-APISR && pip install -r requirements.txt
+
+RUN echo "Downloading checkpoints..."  
+RUN wget -c https://huggingface.co/jomcs/NeverEnding_Dream-Feb19-2023/blob/main/CarDos%20Anime/cardosAnime_v10.safetensors -P ./models/checkpoints/ 
+RUN wget -c https://huggingface.co/SG161222/RealVisXL_V4.0_Lightning/resolve/main/RealVisXL_V4.0_Lightning.safetensors -P ./models/checkpoints/ 
+RUN wget -c https://huggingface.co/Lykon/dreamshaper-xl-lightning/resolve/main/DreamShaperXL_Lightning.safetensors -P ./models/checkpoints/ 
+RUN wget -c https://huggingface.co/Lykon/DreamShaper/resolve/main/DreamShaper_8_pruned.safetensors -P ./models/checkpoints/
+
+RUN echo "Downloading Vae..."  
+
+RUN wget -c https://huggingface.co/stabilityai/sd-vae-ft-mse-original/resolve/main/vae-ft-mse-840000-ema-pruned.safetensors -P ./models/vae/ 
+RUN wget -c https://huggingface.co/hakurei/waifu-diffusion-v1-4/blob/main/vae/kl-f8-anime.ckpt -P ./models/vae/ 
+RUN wget -c https://huggingface.co/madebyollin/sdxl-vae-fp16-fix/resolve/main/sdxl.vae.safetensors -P ./models/vae/ 
+
+RUN echo "Downloading Controlnet..."  
+
+RUN wget -c https://huggingface.co/stabilityai/control-lora/resolve/main/control-LoRAs-rank256/control-lora-canny-rank256.safetensors -P ./models/controlnet/ 
+RUN wget -c https://huggingface.co/stabilityai/control-lora/resolve/main/control-LoRAs-rank256/control-lora-depth-rank256.safetensors -P ./models/controlnet/ 
+RUN wget -c https://huggingface.co/ArtGAN/Controlnet/resolve/main/controlnet-sdxl-canny-mid.safetensors -P ./models/controlnet/
+RUN wget -c https://huggingface.co/ArtGAN/Controlnet/resolve/main/controlnet-sdxl-depth-mid.safetensors -P ./models/controlnet/
+RUN wget -c https://huggingface.co/ArtGAN/Controlnet/resolve/main/controlnet_scribble_sd15.safetensors -P ./models/controlnet/
+RUN wget -c https://huggingface.co/ArtGAN/Controlnet/resolve/main/control_v11p_sd15s2_lineart_anime.safetensors -P ./models/controlnet/
+RUN wget -c https://huggingface.co/ArtGAN/Controlnet/resolve/main/control_v11p_sd15_lineart.safetensors -P ./models/controlnet/
+RUN wget -c https://huggingface.co/ArtGAN/Controlnet/resolve/main/control_v11p_sd15_canny_fp16.safetensors -P ./models/controlnet/
+RUN wget -c https://huggingface.co/ArtGAN/Controlnet/resolve/main/controlnet_depth_sd15.safetensors -P ./models/controlnet/
+RUN wget -c https://huggingface.co/lllyasviel/sd_control_collection/resolve/main/kohya_controllllite_xl_scribble_anime.safetensors -P ./custom_nodes/ControlNet-LLLite-ComfyUI/models
+RUN wget -c https://huggingface.co/lllyasviel/sd_control_collection/resolve/main/kohya_controllllite_xl_blur.safetensors -P ./custom_nodes/ControlNet-LLLite-ComfyUI/models
+RUN wget -c https://huggingface.co/lllyasviel/sd_control_collection/resolve/main/kohya_controllllite_xl_blur_anime.safetensors -P ./custom_nodes/ControlNet-LLLite-ComfyUI/models
+RUN wget -c https://huggingface.co/lllyasviel/sd_control_collection/resolve/main/kohya_controllllite_xl_blur_anime_beta.safetensors -P ./custom_nodes/ControlNet-LLLite-ComfyUI/models
+RUN wget -c https://huggingface.co/lllyasviel/sd_control_collection/resolve/main/kohya_controllllite_xl_canny.safetensors -P ./custom_nodes/ControlNet-LLLite-ComfyUI/models
+RUN wget -c https://huggingface.co/lllyasviel/sd_control_collection/resolve/main/kohya_controllllite_xl_canny_anime.safetensors -P ./custom_nodes/ControlNet-LLLite-ComfyUI/models
+RUN wget -c https://huggingface.co/lllyasviel/sd_control_collection/resolve/main/kohya_controllllite_xl_depth.safetensors -P ./custom_nodes/ControlNet-LLLite-ComfyUI/models
+RUN wget -c https://huggingface.co/lllyasviel/sd_control_collection/resolve/main/kohya_controllllite_xl_depth_anime.safetensors -P ./custom_nodes/ControlNet-LLLite-ComfyUI/models
+RUN wget -c https://huggingface.co/lllyasviel/sd_control_collection/resolve/main/kohya_controllllite_xl_openpose_anime.safetensors -P ./custom_nodes/ControlNet-LLLite-ComfyUI/models
+RUN wget -c https://huggingface.co/lllyasviel/sd_control_collection/resolve/main/kohya_controllllite_xl_openpose_anime_v2.safetensors -P ./custom_nodes/ControlNet-LLLite-ComfyUI/models
+RUN wget -c https://huggingface.co/lllyasviel/sd_control_collection/resolve/main/kohya_controllllite_xl_scribble_anime.safetensors -P ./custom_nodes/ControlNet-LLLite-ComfyUI/models
+RUN wget -c https://huggingface.co/thibaud/controlnet-openpose-sdxl-1.0/resolve/main/control-lora-openposeXL2-rank256.safetensors -P ./models/controlnet/
+
+RUN echo "Downloading IPAdapter Plus..."  
+RUN mkdir -p ./models/ipadapter
+RUN wget -c https://huggingface.co/h94/IP-Adapter/resolve/main/sdxl_models/ip-adapter-plus-face_sdxl_vit-h.safetensors -P ./models/ipadapter
+RUN wget -c https://huggingface.co/h94/IP-Adapter/resolve/main/sdxl_models/ip-adapter-plus_sdxl_vit-h.safetensors -P ./models/ipadapter 
+RUN wget -c https://huggingface.co/h94/IP-Adapter/resolve/main/models/ip-adapter-plus-face_sd15.safetensors -P ./models/ipadapter
+RUN wget -c https://huggingface.co/h94/IP-Adapter/resolve/main/models/ip-adapter-plus_sd15.safetensors -P ./models/ipadapter
+RUN wget -c https://huggingface.co/h94/IP-Adapter-FaceID/resolve/main/ip-adapter-faceid-plusv2_sd15.bin -P ./models/ipadapter 
+RUN wget -c https://huggingface.co/ArtGAN/Controlnet/resolve/main/ip-adapter_sdxl.safetensors -P ./models/ipadapter
+RUN wget -c https://huggingface.co/ostris/ip-composition-adapter/resolve/main/ip_plus_composition_sdxl.safetensors -P ./models/ipadapter
+
+
+RUN echo "Downloading BiRefNet..."  
+RUN cd models && git clone https://huggingface.co/ViperYX/BiRefNet 
+
+RUN echo "Done"
+
+CMD ["python", "main.py", "--listen", "0.0.0.0", "--port", "7860", "--output-directory", "${USE_PERSISTENT_DATA:+/data/}"]

comfyui_workflow.json

@@ -0,0 +1,987 @@
+{
+  "last_node_id": 115,
+  "last_link_id": 187,
+  "nodes": [
+    {
+      "id": 65,
+      "type": "CR Aspect Ratio",
+      "pos": [
+        314,
+        -1469
+      ],
+      "size": {
+        "0": 315,
+        "1": 322
+      },
+      "flags": {},
+      "order": 0,
+      "mode": 0,
+      "outputs": [
+        {
+          "name": "INT",
+          "type": "INT",
+          "links": [
+            84
+          ],
+          "shape": 3,
+          "slot_index": 0
+        },
+        {
+          "name": "INT",
+          "type": "INT",
+          "links": [
+            83
+          ],
+          "shape": 3,
+          "slot_index": 1
+        },
+        {
+          "name": "FLOAT",
+          "type": "FLOAT",
+          "links": null,
+          "shape": 3,
+          "slot_index": 2
+        },
+        {
+          "name": "FLOAT",
+          "type": "FLOAT",
+          "links": null,
+          "shape": 3
+        },
+        {
+          "name": "INT",
+          "type": "INT",
+          "links": null,
+          "shape": 3
+        },
+        {
+          "name": "empty_latent",
+          "type": "LATENT",
+          "links": null,
+          "shape": 3
+        },
+        {
+          "name": "show_help",
+          "type": "STRING",
+          "links": null,
+          "shape": 3
+        }
+      ],
+      "properties": {
+        "Node name for S&R": "CR Aspect Ratio"
+      },
+      "widgets_values": [
+        512,
+        512,
+        "SD1.5 - 2:3 portrait 512x768",
+        "Off",
+        1,
+        1,
+        1
+      ],
+      "shape": 1
+    },
+    {
+      "id": 13,
+      "type": "PreviewImage",
+      "pos": [
+        -1290.4187036505498,
+        -938.468370219298
+      ],
+      "size": {
+        "0": 357,
+        "1": 285
+      },
+      "flags": {},
+      "order": 8,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "images",
+          "type": "IMAGE",
+          "link": 10
+        }
+      ],
+      "properties": {
+        "Node name for S&R": "PreviewImage"
+      },
+      "shape": 1
+    },
+    {
+      "id": 108,
+      "type": "PreviewImage",
+      "pos": [
+        -1146.6527585209853,
+        -1366.8257686981462
+      ],
+      "size": {
+        "0": 210,
+        "1": 246
+      },
+      "flags": {
+        "collapsed": false
+      },
+      "order": 9,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "images",
+          "type": "IMAGE",
+          "link": 181
+        }
+      ],
+      "properties": {
+        "Node name for S&R": "PreviewImage"
+      }
+    },
+    {
+      "id": 110,
+      "type": "PreviewImage",
+      "pos": [
+        -1195.4187036505498,
+        -455.46837021929787
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+      "size": {
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+      "flags": {},
+      "order": 10,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "images",
+          "type": "IMAGE",
+          "link": 186
+        }
+      ],
+      "properties": {
+        "Node name for S&R": "PreviewImage"
+      }
+    },
+    {
+      "id": 12,
+      "type": "CannyEdgePreprocessor",
+      "pos": [
+        -1530,
+        -847
+      ],
+      "size": {
+        "0": 210,
+        "1": 106
+      },
+      "flags": {},
+      "order": 5,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "image",
+          "type": "IMAGE",
+          "link": 14,
+          "slot_index": 0
+        }
+      ],
+      "outputs": [
+        {
+          "name": "IMAGE",
+          "type": "IMAGE",
+          "links": [
+            10
+          ],
+          "shape": 3,
+          "slot_index": 0
+        }
+      ],
+      "properties": {
+        "Node name for S&R": "CannyEdgePreprocessor"
+      },
+      "widgets_values": [
+        100,
+        200,
+        2048
+      ],
+      "shape": 1
+    },
+    {
+      "id": 115,
+      "type": "OpenposePreprocessor",
+      "pos": [
+        -1559,
+        -644
+      ],
+      "size": {
+        "0": 315,
+        "1": 150
+      },
+      "flags": {},
+      "order": 7,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "image",
+          "type": "IMAGE",
+          "link": 185
+        }
+      ],
+      "outputs": [
+        {
+          "name": "IMAGE",
+          "type": "IMAGE",
+          "links": [
+            186,
+            187
+          ],
+          "shape": 3,
+          "slot_index": 0
+        },
+        {
+          "name": "POSE_KEYPOINT",
+          "type": "POSE_KEYPOINT",
+          "links": null,
+          "shape": 3
+        }
+      ],
+      "properties": {
+        "Node name for S&R": "OpenposePreprocessor"
+      },
+      "widgets_values": [
+        "enable",
+        "enable",
+        "enable",
+        512
+      ]
+    },
+    {
+      "id": 114,
+      "type": "LineArtPreprocessor",
+      "pos": [
+        -1589,
+        -1185
+      ],
+      "size": {
+        "0": 315,
+        "1": 82
+      },
+      "flags": {},
+      "order": 6,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "image",
+          "type": "IMAGE",
+          "link": 180
+        }
+      ],
+      "outputs": [
+        {
+          "name": "IMAGE",
+          "type": "IMAGE",
+          "links": [
+            181,
+            183
+          ],
+          "shape": 3,
+          "slot_index": 0
+        }
+      ],
+      "properties": {
+        "Node name for S&R": "LineArtPreprocessor"
+      },
+      "widgets_values": [
+        "enable",
+        512
+      ]
+    },
+    {
+      "id": 11,
+      "type": "CR Multi-ControlNet Stack",
+      "pos": [
+        -766,
+        -1149
+      ],
+      "size": {
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+        "1": 454
+      },
+      "flags": {},
+      "order": 11,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "image_1",
+          "type": "IMAGE",
+          "link": 183,
+          "slot_index": 0
+        },
+        {
+          "name": "image_2",
+          "type": "IMAGE",
+          "link": 187
+        },
+        {
+          "name": "image_3",
+          "type": "IMAGE",
+          "link": null
+        },
+        {
+          "name": "controlnet_stack",
+          "type": "CONTROL_NET_STACK",
+          "link": null,
+          "slot_index": 3
+        }
+      ],
+      "outputs": [
+        {
+          "name": "CONTROLNET_STACK",
+          "type": "CONTROL_NET_STACK",
+          "links": [
+            176
+          ],
+          "shape": 3,
+          "slot_index": 0
+        },
+        {
+          "name": "show_help",
+          "type": "STRING",
+          "links": null,
+          "shape": 3
+        }
+      ],
+      "properties": {
+        "Node name for S&R": "CR Multi-ControlNet Stack"
+      },
+      "widgets_values": [
+        "On",
+        "control_v11p_sd15_lineart_fp16.safetensors",
+        1,
+        0,
+        1,
+        "On",
+        "control_v11p_sd15_openpose_fp16.safetensors",
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