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add finetuning test for mosaicml-mpt-7b-chat (#166)
Signed-off-by: jiafu zhang <jiafu.zhang@intel.com>
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name: Chatbot finetune on mosaicml/mpt-7b-chat | ||
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on: | ||
workflow_call: | ||
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concurrency: | ||
group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.ref }}-ft-mpt-7b | ||
cancel-in-progress: true | ||
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jobs: | ||
finetuning: | ||
name: finetuning test | ||
runs-on: lms-lab | ||
steps: | ||
- name: Checkout | ||
uses: actions/checkout@v2 | ||
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- name: Load environment variables | ||
run: cat ~/itrex-actions-runner/.env >> $GITHUB_ENV | ||
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- name: Build Docker Image | ||
run: docker build ./ --target cpu --build-arg http_proxy="${{ env.HTTP_PROXY_IMAGE_BUILD }}" --build-arg https_proxy="${{ env.HTTPS_PROXY_IMAGE_BUILD }}" -f workflows/chatbot/fine_tuning/docker/Dockerfile -t chatbotfinetune:latest && yes | docker container prune && yes | docker image prune | ||
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- name: Start Docker Container on socket 0 | ||
id: master_container | ||
run: | | ||
cid=$(docker ps -q --filter "name=chatbotfinetune-s0") | ||
if [[ ! -z "$cid" ]]; then docker stop $cid && docker rm $cid; fi | ||
numactl --cpunodebind=0 -- docker run -tid -v /mnt/DP_disk1/huggingface/cache/:/root/.cache/huggingface/hub -v .:/root/chatbot -e http_proxy="${{ env.HTTP_PROXY_CONTAINER_RUN }}" -e https_proxy="${{ env.HTTPS_PROXY_CONTAINER_RUN }}" --name="chatbotfinetune-s0" --hostname="chatbotfinetune-container-s0" chatbotfinetune:latest | ||
master=$(docker inspect -f "{{range.NetworkSettings.Networks}}{{.IPAddress}}{{end}}" "chatbotfinetune-s0") | ||
echo "master_node=$master" >> $GITHUB_OUTPUT | ||
- name: Start Docker Container on socket 1 | ||
run: | | ||
cid=$(docker ps -q --filter "name=chatbotfinetune-s1") | ||
if [[ ! -z "$cid" ]]; then docker stop $cid && docker rm $cid; fi | ||
numactl --cpunodebind=1 -- docker run -tid -v /mnt/DP_disk1/huggingface/cache/:/root/.cache/huggingface/hub -v .:/root/chatbot -e http_proxy="${{ env.HTTP_PROXY_CONTAINER_RUN }}" -e https_proxy="${{ env.HTTPS_PROXY_CONTAINER_RUN }}" --name="chatbotfinetune-s1" --hostname="chatbotfinetune-container-s1" chatbotfinetune:latest | ||
- name: Run Finetuning in Background | ||
run: | | ||
master_node=${{ steps.master_container.outputs.master_node }} | ||
docker exec "chatbotfinetune-s0" bash -c "cd /root/chatbot && source activate && conda activate chatbot-finetuning; sh .github/workflows/script/chatbot/start_ft_mpt-7b-chat.sh $master_node 0" | ||
docker exec "chatbotfinetune-s1" bash -c "cd /root/chatbot && source activate && conda activate chatbot-finetuning; sh .github/workflows/script/chatbot/start_ft_mpt-7b-chat.sh $master_node 1" | ||
- name: Wait for Finetuning Completion | ||
run: | | ||
sh .github/workflows/script/chatbot/wait_for_ft_mpt-7b-chat.sh | ||
- name: Stop Container | ||
if: success() || failure() | ||
run: | | ||
cid=$(docker ps -q --filter "name=chatbotfinetune-s0") | ||
if [[ ! -z "$cid" ]]; then docker stop $cid && docker rm $cid; fi | ||
cid=$(docker ps -q --filter "name=chatbotfinetune-s1") | ||
if [[ ! -z "$cid" ]]; then docker stop $cid && docker rm $cid; fi | ||
- name: Test Summary | ||
run: echo "Finetuning completed successfully" |
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