Dockerfile

ARG BASE_TAG=main-base
FROM axolotlai/axolotl-base:$BASE_TAG

ARG TORCH_CUDA_ARCH_LIST="7.0 7.5 8.0 8.6+PTX"
ARG AXOLOTL_EXTRAS=""
ARG AXOLOTL_ARGS=""
ARG CUDA="118"
ARG PYTORCH_VERSION="2.1.2"

ENV PYTORCH_VERSION=$PYTORCH_VERSION

RUN apt-get update && \
    apt-get install -y --allow-change-held-packages vim curl nano libnccl2 libnccl-dev rsync s3fs

WORKDIR /workspace

RUN git clone --depth=1 https://github.com/axolotl-ai-cloud/axolotl.git

WORKDIR /workspace/axolotl

# If AXOLOTL_EXTRAS is set, append it in brackets
RUN if [ "$AXOLOTL_EXTRAS" != "" ] ; then \
        pip install --no-build-isolation -e .[deepspeed,flash-attn,ring-flash-attn,optimizers,ray,$AXOLOTL_EXTRAS] $AXOLOTL_ARGS; \
    else \
        pip install --no-build-isolation -e .[deepspeed,flash-attn,ring-flash-attn,optimizers,ray] $AXOLOTL_ARGS; \
    fi

RUN python scripts/unsloth_install.py | sh
RUN python scripts/cutcrossentropy_install.py | sh

# So we can test the Docker image
RUN pip install pytest

# fix so that git fetch/pull from remote works
RUN git config remote.origin.fetch "+refs/heads/*:refs/remotes/origin/*" && \
    git config --get remote.origin.fetch

# helper for huggingface-login cli
RUN git config --global credential.helper store