Diffusion-API-ComfyUI / Dockerfile
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FROM nvidia/cuda:12.1.1-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 \
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
WORKDIR /code
COPY ./requirements.txt /code/requirements.txt
# 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"
RUN pip install --no-cache-dir --upgrade -r /code/requirements.txt
# 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
# Copy the current directory contents into the container at $HOME/app setting the owner to the user
RUN git clone https://github.com/comfyanonymous/ComfyUI . && git checkout c6951548cfec64c28082e6560c69c59e32729c9c && \
pip install xformers!=0.0.18 --no-cache-dir -r requirements.txt --extra-index-url https://download.pytorch.org/whl/cu121
# Checkpoints
RUN echo "Downloading checkpoints..."
RUN wget -c https://huggingface.co/stabilityai/stable-diffusion-xl-base-1.0/resolve/main/sd_xl_base_1.0.safetensors -P ./models/checkpoints/
RUN wget -c https://huggingface.co/stabilityai/sdxl-turbo/resolve/main/sd_xl_turbo_1.0.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/SG161222/RealVisXL_V3.0_Turbo/resolve/main/RealVisXL_V3.0_Turbo.safetensors -P ./models/checkpoints/
RUN wget -c https://huggingface.co/RunDiffusion/Juggernaut-XL-Lightning/resolve/main/Juggernaut_RunDiffusionPhoto2_Lightning_4Steps.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-xl-v2-turbo/resolve/main/DreamShaperXL_Turbo_v2_1.safetensors -P ./models/checkpoints/
RUN wget -c https://huggingface.co/Lykon/DreamShaper/resolve/main/DreamShaper_8_INPAINTING.inpainting.safetensors -P ./models/checkpoints/
RUN wget -c https://huggingface.co/Lykon/DreamShaper/resolve/main/DreamShaper_8_pruned.safetensors -P ./models/checkpoints/
RUN echo "Downloading Controlnet..."
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/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/stabilityai/control-lora/resolve/main/control-LoRAs-rank256/control-lora-recolor-rank256.safetensors -P ./models/controlnet/
RUN wget -c https://huggingface.co/stabilityai/control-lora/resolve/main/control-LoRAs-rank256/control-lora-sketch-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 echo "Downloading LLavacheckpoints..."
RUN wget -c https://huggingface.co/cjpais/llava-1.6-mistral-7b-gguf/resolve/main/llava-v1.6-mistral-7b.Q5_K_M.gguf -P ./models/LLavacheckpoints/
RUN wget -c https://huggingface.co/cjpais/llava-1.6-mistral-7b-gguf/resolve/main/llava-v1.6-mistral-7b.Q5_K_S.gguf -P ./models/LLavacheckpoints/
RUN wget -c https://huggingface.co/cjpais/llava-1.6-mistral-7b-gguf/resolve/main/llava-v1.6-mistral-7b.Q4_K_M.gguf -P ./models/LLavacheckpoints/
RUN wget -c https://huggingface.co/cjpais/llava-1.6-mistral-7b-gguf/resolve/main/mmproj-model-f16.gguf -P ./models/LLavacheckpoints/
RUN echo "Downloading IPAdapter Plus..."
RUN cd custom_nodes && git clone https://github.com/cubiq/ComfyUI_IPAdapter_plus
RUN wget -c https://huggingface.co/h94/IP-Adapter/resolve/main/sdxl_models/ip-adapter-plus-face_sdxl_vit-h.safetensors -P ./ComfyUI_IPAdapter_plus/models/
RUN wget -c https://huggingface.co/h94/IP-Adapter/resolve/main/sdxl_models/ip-adapter-plus_sdxl_vit-h.safetensors -P ./ComfyUI_IPAdapter_plus/models/
RUN wget -c https://huggingface.co/h94/IP-Adapter/resolve/main/models/ip-adapter-plus-face_sd15.safetensors -P ./ComfyUI_IPAdapter_plus/models/
RUN wget -c https://huggingface.co/h94/IP-Adapter/resolve/main/models/ip-adapter-plus_sd15.safetensors -P ./ComfyUI_IPAdapter_plus/models/
RUN echo "Downloading ClipVision..."
RUN wget -c https://huggingface.co/ArtGAN/Controlnet/resolve/main/CLIP-ViT-H-14-laion2B-s32B-b79K.safetensors
RUN wget -c https://huggingface.co/ArtGAN/Controlnet/resolve/main/sd15_model.safetensors
RUN wget -c https://huggingface.co/ArtGAN/Controlnet/resolve/main/sdxl_model.safetensors
RUN echo "Downloading Upscaler..."
RUN wget -c https://github.com/xinntao/Real-ESRGAN/releases/download/v0.1.0/RealESRGAN_x4plus.pth -P ./models/upscale_models/
RUN wget -c https://huggingface.co/sberbank-ai/Real-ESRGAN/resolve/main/RealESRGAN_x2.pth -P ./models/upscale_models/
RUN wget -c https://huggingface.co/sberbank-ai/Real-ESRGAN/resolve/main/RealESRGAN_x4.pth -P ./models/upscale_models/
RUN wget -c https://huggingface.co/ArtGAN/Controlnet/resolve/main/lcm-lora-sdv1-5.safetensors -P ./models/loras/
RUN wget -c https://huggingface.co/ArtGAN/Controlnet/resolve/main/lcm-lora-sdxl.safetensors -P ./models/loras/
RUN echo "Done"
# 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://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 pip install -U torch torchvision torchaudio
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 echo "Done"
CMD ["python", "main.py", "--listen", "0.0.0.0", "--port", "7860", "--output-directory", "${USE_PERSISTENT_DATA:+/data/}"]