78e12f8ca5
* add support for optimi_adamw optimizer w kahan summation * pydantic validator for optimi_adamw * workaround for setting optimizer for fsdp * make sure to install optimizer packages * make sure to have parity for model parameters passed to optimizer * add smoke test for optimi_adamw optimizer * don't use foreach optimi by default
39 lines
1.1 KiB
Docker
39 lines
1.1 KiB
Docker
ARG BASE_TAG=main-base
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FROM winglian/axolotl-base:$BASE_TAG
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ARG TORCH_CUDA_ARCH_LIST="7.0 7.5 8.0 8.6+PTX"
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ARG AXOLOTL_EXTRAS=""
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ARG AXOLOTL_ARGS=""
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ARG CUDA="118"
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ENV BNB_CUDA_VERSION=$CUDA
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ARG PYTORCH_VERSION="2.1.2"
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ENV PYTORCH_VERSION=$PYTORCH_VERSION
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RUN apt-get update && \
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apt-get install -y --allow-change-held-packages vim curl nano libnccl2 libnccl-dev rsync s3fs
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WORKDIR /workspace
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RUN git clone --depth=1 https://github.com/axolotl-ai-cloud/axolotl.git
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WORKDIR /workspace/axolotl
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# If AXOLOTL_EXTRAS is set, append it in brackets
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RUN pip install causal_conv1d
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RUN if [ "$AXOLOTL_EXTRAS" != "" ] ; then \
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pip install -e .[deepspeed,flash-attn,mamba-ssm,optimizers,$AXOLOTL_EXTRAS] $AXOLOTL_ARGS; \
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else \
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pip install -e .[deepspeed,flash-attn,mamba-ssm,optimizers] $AXOLOTL_ARGS; \
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fi
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# So we can test the Docker image
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RUN pip install pytest
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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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