69cd49a7aa
* update transformers to 4.53.0 * remove attention_mask from signature columns if using packing * remove attention_mask column from dataloader * update signature of flash attn forward for ring attn patch * fix FSDP * patch ring-flash-attn with upstream signature fix * fix patch indentation level * fix the patch * add batch flattening smoke test with loss check that works in older transformers * fix patch * don't drop attention mask for flex * more fixes * patch create_causal_mask for packing w flex * global torch manual_seed fixture * tweak loss checks * fix patch and use single batch for flex * don't need to reload * fix causal mask patch * use transformers patch releasE * make sure env var is string * make sure to drop attention mask for flex w packing for latest transformers patch release * tweak loss * guard on signature columns before removing attention mask * bump loss * set remove isn't chainable * skip slow mistral test in 2.5.1
54 lines
2.1 KiB
Django/Jinja
54 lines
2.1 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 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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ENV HF_HOME="{{ HF_HOME }}"
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ENV AXOLOTL_DATASET_PROCESSES="8"
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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 pip install packaging==23.2 setuptools==75.8.0
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RUN if [ "$AXOLOTL_EXTRAS" != "" ] ; then \
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pip install --no-build-isolation -e .[deepspeed,flash-attn,ring-flash-attn,optimizers,ray,$AXOLOTL_EXTRAS] $AXOLOTL_ARGS; \
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else \
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pip install --no-build-isolation -e .[deepspeed,flash-attn,ring-flash-attn,optimizers,ray] $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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