50 lines
1.8 KiB
Docker
50 lines
1.8 KiB
Docker
ARG BASE_TAG=main-base-uv
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FROM axolotlai/axolotl-base-uv:$BASE_TAG
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ARG TORCH_CUDA_ARCH_LIST="7.0 7.5 8.0 8.6+PTX"
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ARG AXOLOTL_EXTRAS=""
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ARG AXOLOTL_ARGS=""
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ARG CUDA="118"
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ARG PYTORCH_VERSION="2.1.2"
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ARG GIT_REF="refs/heads/main"
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ARG GIT_SHA="HEAD"
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ARG VENV_PYTHON="/workspace/axolotl-venv/bin/python"
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ENV PYTORCH_VERSION=$PYTORCH_VERSION
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ENV GIT_REF=$GIT_REF
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ENV GIT_SHA=$GIT_SHA
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ENV VENV_PYTHON=$VENV_PYTHON
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RUN apt-get update && \
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apt-get install -y --allow-change-held-packages vim curl nano libnccl2 libnccl-dev rsync s3fs && \
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rm -rf /var/cache/apt/archives && \
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rm -rf /var/lib/apt/lists/*
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WORKDIR /workspace
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RUN git clone --depth=1 https://github.com/axolotl-ai-cloud/axolotl.git
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WORKDIR /workspace/axolotl
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# Ensure we are on the expected commit and break Docker cache between revisions
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RUN git fetch origin "$GIT_REF" && git checkout "$GIT_SHA"
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# If AXOLOTL_EXTRAS is set, append it in brackets
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RUN if [ "$AXOLOTL_EXTRAS" != "" ] ; then \
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uv pip install --python "$VENV_PYTHON" --no-build-isolation -e .[ring-flash-attn,optimizers,ray,$AXOLOTL_EXTRAS] $AXOLOTL_ARGS; \
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else \
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uv pip install --python "$VENV_PYTHON" --no-build-isolation -e .[ring-flash-attn,optimizers,ray] $AXOLOTL_ARGS; \
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fi && \
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"$VENV_PYTHON" scripts/unsloth_install.py | sh && \
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"$VENV_PYTHON" scripts/cutcrossentropy_install.py | sh && \
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uv pip install --python "$VENV_PYTHON" pytest
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# fix so that git fetch/pull from remote works with shallow clone
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RUN git config remote.origin.fetch "+refs/heads/*:refs/remotes/origin/*" && \
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git config --get remote.origin.fetch && \
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git config --global credential.helper store
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COPY .axolotl-complete.bash /root/.axolotl-complete.bash
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RUN chmod +x /root/.axolotl-complete.bash && \
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echo 'source /root/.axolotl-complete.bash' >> ~/.bashrc
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