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FROM nvidia/cuda:12.1.0-cudnn8-devel-ubuntu22.04
# Non-interactive APT installs
ENV DEBIAN_FRONTEND=noninteractive \
PATH=/opt/conda/bin:$PATH \
CUDA_HOME=/usr/local/cuda
# Install system dependencies
RUN apt-get update && apt-get install -y \
wget git build-essential \
libgl1-mesa-glx libgl1-mesa-dri xvfb ffmpeg \
&& rm -rf /var/lib/apt/lists/*
# Install Miniconda
RUN wget --quiet https://repo.anaconda.com/miniconda/Miniconda3-latest-Linux-x86_64.sh -O /tmp/miniconda.sh && \
bash /tmp/miniconda.sh -b -p /opt/conda && \
rm /tmp/miniconda.sh && \
conda clean -afy
# Remove ALL Anaconda default channels to skip TOS prompt
RUN conda config --remove channels defaults || true && \
conda config --remove channels https://repo.anaconda.com/pkgs/main || true && \
conda config --remove channels https://repo.anaconda.com/pkgs/r || true && \
conda config --add channels conda-forge && \
conda config --set channel_priority strict
# Create environment from conda-forge only
RUN conda create -n appenv python=3.10 ffmpeg=7 -y && conda clean -afy
SHELL ["conda", "run", "-n", "appenv", "/bin/bash", "-c"]
# Copy requirements first (for Docker layer caching)
WORKDIR /workspace
COPY requirements.txt .
# Install Python dependencies (flash-attn compiles here)
RUN pip install --upgrade pip && pip install --no-cache-dir -r requirements.txt
# Copy rest of project files
COPY . .
CMD ["conda", "run", "--no-capture-output", "-n", "appenv", "python", "finetune/app.py"]
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