Dockerfile

# Stage 1: Base image with common dependencies
FROM nvidia/cuda:11.8.0-cudnn8-runtime-ubuntu22.04 AS base

# Prevents prompts from packages asking for user input during installation
ENV DEBIAN_FRONTEND=noninteractive
# Prefer binary wheels over source distributions for faster pip installations
ENV PIP_PREFER_BINARY=1
# Ensures output from python is printed immediately to the terminal without buffering
ENV PYTHONUNBUFFERED=1 

# Install Python, git and other necessary tools
RUN apt-get update && apt-get install -y \
    python3.10 \
    python3-pip \
    git \
    wget

# Clean up to reduce image size
RUN apt-get autoremove -y && apt-get clean -y && rm -rf /var/lib/apt/lists/*

# Clone ComfyUI repository
RUN git clone https://github.com/comfyanonymous/ComfyUI.git /comfyui

# Change working directory to ComfyUI
WORKDIR /comfyui

# Install ComfyUI dependencies
RUN pip3 install --upgrade --no-cache-dir torch torchvision torchaudio --index-url https://download.pytorch.org/whl/cu121 \
    && pip3 install --upgrade -r requirements.txt

# Install runpod
RUN pip3 install runpod requests

# Support for the network volume
ADD src/extra_model_paths.yaml ./

# Go back to the root
WORKDIR /

# Add the start and the handler
ADD src/start.sh src/rp_handler.py test_input.json ./
RUN chmod +x /start.sh

# Stage 2: Download models
FROM base AS downloader

ARG HUGGINGFACE_ACCESS_TOKEN
ARG MODEL_TYPE

# Ensure all model subdirectories exist in the downloader stage
RUN mkdir -p /comfyui/models/checkpoints \
             /comfyui/models/vae \
             /comfyui/models/inpaint \
             /comfyui/custom_nodes

# Change working directory to ComfyUI
WORKDIR /comfyui

# Download checkpoints/vae/LoRA to include in image based on model type
RUN if [ "$MODEL_TYPE" = "sdxl" ]; then \
      wget -O models/checkpoints/sd_xl_base_1.0.safetensors https://huggingface.co/stabilityai/stable-diffusion-xl-base-1.0/resolve/main/sd_xl_base_1.0.safetensors && \
      wget -O models/vae/sdxl_vae.safetensors https://huggingface.co/stabilityai/sdxl-vae/resolve/main/sdxl_vae.safetensors && \
      wget -O models/vae/sdxl-vae-fp16-fix.safetensors https://huggingface.co/madebyollin/sdxl-vae-fp16-fix/resolve/main/sdxl_vae.safetensors; \
    elif [ "$MODEL_TYPE" = "sd3" ]; then \
      wget --header="Authorization: Bearer ${HUGGINGFACE_ACCESS_TOKEN}" -O models/checkpoints/sd3_medium_incl_clips_t5xxlfp8.safetensors https://huggingface.co/stabilityai/stable-diffusion-3-medium/resolve/main/sd3_medium_incl_clips_t5xxlfp8.safetensors; \
    fi

# Download custom inpainting models
RUN wget -O models/inpaint/fooocus_inpaint_head.pth https://huggingface.co/lllyasviel/fooocus_inpaint/resolve/main/fooocus_inpaint_head.pth && \
    wget -O models/inpaint/inpaint_v26.fooocus.patch https://huggingface.co/lllyasviel/fooocus_inpaint/resolve/main/inpaint_v26.fooocus.patch

# Add custom nodes (inpainting nodes)
RUN git clone https://github.com/Acly/comfyui-inpaint-nodes.git custom_nodes/comfyui-inpaint-nodes

# Stage 3: Final image
FROM base AS final

# Copy models from downloader stage to final image
COPY --from=downloader /comfyui/models /comfyui/models
COPY --from=downloader /comfyui/custom_nodes /comfyui/custom_nodes

# Start the container
CMD /start.sh