4078f37076
* feat: add cut_cross_entropy * fix: add to input * fix: remove from setup.py * feat: refactor into an integration * chore: ignore lint * feat: add test for cce * fix: set max_steps for liger test * chore: Update base model following suggestion Co-authored-by: Wing Lian <wing.lian@gmail.com> * chore: update special_tokens following suggestion Co-authored-by: Wing Lian <wing.lian@gmail.com> * chore: remove with_temp_dir following comments * fix: plugins aren't loaded * chore: update quotes in error message * chore: lint * chore: lint * feat: enable FA on test * chore: refactor get_pytorch_version * fix: lock cce commit version * fix: remove subclassing UT * fix: downcast even if not using FA and config check * feat: add test to check different attentions * feat: add install to CI * chore: refactor to use parametrize for attention * fix: pytest not detecting test * feat: handle torch lower than 2.4 * fix args/kwargs to match docs * use release version cut-cross-entropy==24.11.4 * fix quotes * fix: use named params for clarity for modal builder * fix: handle install from pip * fix: test check only top level module install * fix: re-add import check * uninstall existing version if no transformers submodule in cce * more dataset fixtures into the cache --------- Co-authored-by: Wing Lian <wing.lian@gmail.com> Co-authored-by: Wing Lian <wing@axolotl.ai>
52 lines
2.0 KiB
Django/Jinja
52 lines
2.0 KiB
Django/Jinja
FROM axolotlai/axolotl-base:{{ BASE_TAG }}
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ENV TORCH_CUDA_ARCH_LIST="7.0 7.5 8.0 8.6+PTX"
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ENV AXOLOTL_EXTRAS="{{ AXOLOTL_EXTRAS }}"
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ENV AXOLOTL_ARGS="{{ AXOLOTL_ARGS }}"
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ENV CUDA="{{ CUDA }}"
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ENV BNB_CUDA_VERSION="{{ CUDA }}"
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ENV PYTORCH_VERSION="{{ PYTORCH_VERSION }}"
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ENV GITHUB_REF="{{ GITHUB_REF }}"
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ENV GITHUB_SHA="{{ GITHUB_SHA }}"
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ENV NIGHTLY_BUILD="{{ NIGHTLY_BUILD }}"
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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
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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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RUN git fetch origin +$GITHUB_REF && \
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git checkout FETCH_HEAD
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# If AXOLOTL_EXTRAS is set, append it in brackets
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RUN if [ "$NIGHTLY_BUILD" = "true" ] ; then \
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sed -i 's#^transformers.*#transformers @ git+https://github.com/huggingface/transformers.git@main#' requirements.txt; \
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sed -i 's#^peft.*#peft @ git+https://github.com/huggingface/peft.git@main#' requirements.txt; \
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sed -i 's#^accelerate.*#accelerate @ git+https://github.com/huggingface/accelerate.git@main#' requirements.txt; \
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sed -i 's#^trl.*#trl @ git+https://github.com/huggingface/trl.git@main#' requirements.txt; \
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sed -i 's#^datasets.*#datasets @ git+https://github.com/huggingface/datasets.git@main#' requirements.txt; \
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fi
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RUN if [ "$AXOLOTL_EXTRAS" != "" ] ; then \
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pip install -e .[deepspeed,flash-attn,optimizers,$AXOLOTL_EXTRAS] $AXOLOTL_ARGS; \
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else \
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pip install -e .[deepspeed,flash-attn,optimizers] $AXOLOTL_ARGS; \
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fi
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RUN python scripts/unsloth_install.py | sh
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RUN python scripts/cutcrossentropy_install.py | sh
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# So we can test the Docker image
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RUN pip install -r requirements-dev.txt -r requirements-tests.txt
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# fix so that git fetch/pull from remote works
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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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# helper for huggingface-login cli
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RUN git config --global credential.helper store
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