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FROM nvidia/cuda:12.1.0-devel-ubuntu22.04
RUN apt-get update && DEBIAN_FRONTEND=noninteractive apt-get install -y \
git git-lfs curl rsync jq ca-certificates python3 python3-pip python3-venv \
&& rm -rf /var/lib/apt/lists/* \
&& git lfs install
# Python deps for training
RUN pip3 install --no-cache-dir \
'transformers>=4.43' \
'accelerate>=0.33' \
'datasets>=2.20' \
'peft>=0.11' \
'bitsandbytes>=0.43' \
'deepspeed>=0.14' \
'huggingface_hub[cli]>=0.23' \
'torch>=2.3' 'torchvision' 'torchaudio' --extra-index-url https://download.pytorch.org/whl/cu121
# Optional: flash-attn (commented to avoid long builds)
# RUN pip3 install --no-cache-dir flash-attn --no-build-isolation
ENV HF_HOME=/var/cache/hf \
TRANSFORMERS_CACHE=/var/cache/hf \
HF_MODULES_CACHE=/var/cache/hf/modules
RUN mkdir -p /var/cache/hf && chmod -R 777 /var/cache/hf
WORKDIR /opt/elizabeth/train
# Minimal bootstrap scripts
COPY docker/train/entrypoint.sh /entrypoint.sh
RUN chmod +x /entrypoint.sh
CMD ["/entrypoint.sh"]
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