.github/workflows/run_chatgpt_examples.yml - main - githubmirror/ColossalAI

.github/workflows/run_chatgpt_examples.yml
78 строк2 KB
YeAnbang
fix ci; remove test cases that failed on 3080 (those with tps), can pass locally
12 ноя 2025, 13:35
12 ноя 2025, 13:35eb158eb
name: Run ChatGPT examples

on:
  pull_request:
    types: [synchronize, opened, reopened]
    paths:
      - "applications/ColossalChat/coati/**"
      - "applications/ColossalChat/requirements.txt"
      - "applications/ColossalChat/setup.py"
      - "applications/ColossalChat/examples/**"
      - "applications/ColossalChat/tests/**"

jobs:
  tests:
    name: Run ChatGPT examples
    if: |
      github.event.pull_request.draft == false &&
      github.base_ref == 'main' &&
      github.event.pull_request.base.repo.full_name == 'hpcaitech/ColossalAI'
    runs-on: [self-hosted, ubuntu-latest]
    container:
      image: image-cloud.luchentech.com/hpcaitech/pytorch-cuda:2.5.1-12.4.1
      options: --gpus all --rm -v /data/scratch/examples-data:/data/scratch/examples-data --shm-size=10.24gb
    timeout-minutes: 180
    defaults:
      run:
        shell: bash
    steps:
      - name: Checkout ColossalAI
        uses: actions/checkout@v2

      - name: Install torch
        run: |
          pip uninstall flash-attn
          pip install torch==2.5.1 torchvision==0.20.1 torchaudio==2.5.1 --index-url https://download.pytorch.org/whl/cu124

      - name: Install flash-attn
        run: |
          pip install https://github.com/Dao-AILab/flash-attention/releases/download/v2.7.4.post1/flash_attn-2.7.4.post1+cu12torch2.5cxx11abiFALSE-cp310-cp310-linux_x86_64.whl

      - name: Install Colossal-AI
        run: |
          BUILD_EXT=1 pip install --no-cache-dir -v -e .

      - name: Install ChatGPT
        env:
          CFLAGS: "-O1"
          CXXFLAGS: "-O1"
          MAX_JOBS: 4
        run: |
          cd applications/ColossalChat
          pip install --no-cache-dir -v -e .
          pip install --no-cache-dir -r examples/requirements.txt

      # - name: Install Transformers
      #   run: |
      #     pip install --no-cache-dir transformers==4.36.2

      - name: Execute Examples
        run: |
          cd applications/ColossalChat
          rm -rf ~/.cache/colossalai
          mkdir models
          mkdir sft_data
          mkdir prompt_data
          mkdir preference_data
          mkdir kto_data
          ./tests/test_data_preparation.sh
          ./tests/test_train.sh
        env:
          NCCL_SHM_DISABLE: 1
          MAX_JOBS: 8
          PRETRAINED_MODEL_PATH: ./models
          SFT_DATASET: ./sft_data
          PROMPT_DATASET: ./prompt_data
          PROMPT_RLVR_DATASET: ./prompt_data
          PREFERENCE_DATASET: ./preference_data
          KTO_DATASET: ./kto_data