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FROM python:3.11-slim
# Install system dependencies
RUN apt-get update && apt-get install -y \
git \
build-essential \
&& rm -rf /var/lib/apt/lists/*
# Set up a new user named "user" with user ID 1000
RUN useradd -m -u 1000 user
USER user
ENV HOME=/home/user \
PATH=/home/user/.local/bin:$PATH
WORKDIR $HOME/app
# 1. Install the entire "Gold Standard" ML stack in one go.
# This includes all vision/audio/quantization/acceleration tools to prevent ANY further 'ModuleNotFound' errors.
RUN pip install --no-cache-dir \
"torch==2.5.0" \
"torchvision==0.20.0" \
"torchaudio==2.5.0" \
"triton==3.1.0" \
"xformers==0.0.28.post2" \
"accelerate" \
"peft" \
"bitsandbytes" \
"sentencepiece" \
"protobuf" \
"transformers>=4.46.0" \
"trl>=0.12.0" \
"datasets" \
"huggingface_hub" \
"matplotlib" \
"scipy" \
--extra-index-url https://download.pytorch.org/whl/cu121
# 2. Install Unsloth components (must be after torch stack)
RUN pip install --no-cache-dir \
"unsloth_zoo @ git+https://github.com/unslothai/unsloth-zoo.git" \
"unsloth @ git+https://github.com/unslothai/unsloth.git"
# 3. CRITICAL: Uninstall torchao completely to bypass the 'int1' bug
RUN pip uninstall -y torchao
# 4. Install Gradio and remaining UI needs
COPY --chown=user requirements.txt $HOME/app/requirements.txt
RUN pip install --no-cache-dir -r $HOME/app/requirements.txt
# Copy application files
COPY --chown=user . $HOME/app
# Expose port
EXPOSE 7860
# Start the application
CMD ["python", "app.py"]