forked from LiveCarta/ContentGeneration
66 lines
2.3 KiB
Docker
66 lines
2.3 KiB
Docker
FROM nvidia/cuda:12.4.1-cudnn-devel-ubuntu22.04
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ENV DEBIAN_FRONTEND=noninteractive \
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PYTHONUNBUFFERED=1 \
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PIP_NO_CACHE_DIR=1 \
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PYTORCH_CUDA_ALLOC_CONF=expandable_segments:True,max_split_size_mb:128
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# Base OS tools + media stack + Python toolchain.
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RUN apt-get update && apt-get install -y --no-install-recommends \
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python3.10 \
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python3-pip \
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python3.10-dev \
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python3.10-venv \
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ffmpeg \
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git \
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git-lfs \
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ca-certificates \
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curl \
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build-essential \
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pkg-config \
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ninja-build \
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libglib2.0-0 \
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libgl1 \
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&& rm -rf /var/lib/apt/lists/* \
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&& ln -sf /usr/bin/python3.10 /usr/bin/python \
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&& ln -sf /usr/bin/pip3 /usr/bin/pip \
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&& git lfs install
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WORKDIR /app
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# Install project Python dependencies first for better layer caching.
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COPY requirements.txt /app/requirements.txt
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RUN python -m pip install --upgrade pip setuptools wheel \
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&& pip install --index-url https://download.pytorch.org/whl/cu121 torch torchvision torchaudio \
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&& pip install -r /app/requirements.txt \
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&& pip install -U accelerate safetensors
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# Ensure HunyuanVideo source exists in the image.
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ARG HUNYUAN_REPO=https://github.com/Tencent-Hunyuan/HunyuanVideo-1.5.git
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RUN if [ ! -f /app/HunyuanVideo-1.5/requirements.txt ]; then \
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rm -rf /app/HunyuanVideo-1.5 && \
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git clone --depth 1 "$HUNYUAN_REPO" /app/HunyuanVideo-1.5; \
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fi
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# Install HunyuanVideo dependencies from upstream README guidance.
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RUN pip install -r /app/HunyuanVideo-1.5/requirements.txt \
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&& pip install --upgrade tencentcloud-sdk-python \
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&& pip install sgl-kernel==0.3.18
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# Optional attention backends from Hunyuan docs.
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# Build with: --build-arg INSTALL_OPTIONAL_ATTENTION=1
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ARG INSTALL_OPTIONAL_ATTENTION=0
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RUN if [ "$INSTALL_OPTIONAL_ATTENTION" = "1" ]; then \
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pip install flash-attn --no-build-isolation && \
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git clone --depth 1 https://github.com/Tencent-Hunyuan/flex-block-attn.git /tmp/flex-block-attn && \
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cd /tmp/flex-block-attn && git submodule update --init --recursive && python setup.py install && \
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git clone --depth 1 https://github.com/cooper1637/SageAttention.git /tmp/SageAttention && \
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cd /tmp/SageAttention && python setup.py install; \
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fi
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COPY . .
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# Default pipeline entrypoint.
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CMD ["python", "run_video_pipeline.py"]
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