ipex-llm/.github/workflows/llm-nightly-test.yml

name: LLM Nightly Tests

# Controls when the action will run.
on:
  schedule:
    - cron: '00 13 * * *' # GMT time, 13:00 GMT == 21:00 China
  pull_request:
    branches: [ main ]
    paths:
      - '.github/workflows/llm-nightly-test.yml'
      - '.github/actions/llm/setup-llm-env/action.yml'
      - '.github/actions/llm/remove-llm-env/action.yml'
      - '.github/actions/llm/convert-test/action.yml'
  # Allows you to run this workflow manually from the Actions tab
  workflow_dispatch:

# A workflow run is made up of one or more jobs that can run sequentially or in parallel
jobs:
  llm-cpp-build:
    uses: ./.github/workflows/llm-binary-build.yml
  llm-nightly-convert-test-avx512:
    runs-on: [ self-hosted, llm, AVX512, ubuntu-20.04-lts ]
    needs: llm-cpp-build
    strategy:
      fail-fast: false
      matrix:
        python-version: ["3.9"]
    env:
      ORIGIN_DIR: ./llm/models
      LLAMA_ORIGIN_PATH: ./llm/models/llama-7b-hf
      GPTNEOX_ORIGIN_PATH: ./llm/models/gptneox-7b-redpajama-bf16
      BLOOM_ORIGIN_PATH: ./llm/models/bloomz-7b1
      STARCODER_ORIGIN_PATH: ./llm/models/gpt_bigcode-santacoder

      INT4_CKPT_DIR: ./llm/ggml-actions/nightly
      LLAMA_INT4_CKPT_PATH: ./llm/ggml-actions/nightly/bigdl_llm_llama_q4_0.bin
      GPTNEOX_INT4_CKPT_PATH: ./llm/ggml-actions/nightly/bigdl_llm_gptneox_q4_0.bin
      BLOOM_INT4_CKPT_PATH: ./llm/ggml-actions/nightly/bigdl_llm_bloom_q4_0.bin
      STARCODER_INT4_CKPT_PATH: ./llm/ggml-actions/nightly/bigdl_llm_starcoder_q4_0.bin
    steps:
      - uses: actions/checkout@v2
      - name: Set up Python ${{ matrix.python-version }}
        uses: actions/setup-python@v2
        with:
          python-version: ${{ matrix.python-version }}
      - name: Install dependencies
        run: |
          python -m pip install --upgrade pip
          python -m pip install --upgrade setuptools==58.0.4
          python -m pip install --upgrade wheel          

      - name: Download llm binary
        uses: ./.github/actions/llm/download-llm-binary
      
      - name: Install BigDL-LLM
        uses: ./.github/actions/llm/setup-llm-env
        env:
          ANALYTICS_ZOO_ROOT: ${{ github.workspace }}

      - name: Download original models & convert 
        uses: ./.github/actions/llm/convert-test
        env:
          ANALYTICS_ZOO_ROOT: ${{ github.workspace }}

      - name: Upload ckpt to ftp
        run: |
          apt-get update && apt install tnftp
          tnftp -u ${LLM_FTP_URL}/${INT4_CKPT_DIR:1}/bigdl_llm_llama_7b_q4_0.bin $LLAMA_INT4_CKPT_PATH
          tnftp -u ${LLM_FTP_URL}/${INT4_CKPT_DIR:1}/bigdl_llm_redpajama_7b_q4_0.bin $GPTNEOX_INT4_CKPT_PATH
          tnftp -u ${LLM_FTP_URL}/${INT4_CKPT_DIR:1}/bigdl_llm_bloom_7b_q4_0.bin $BLOOM_INT4_CKPT_PATH
          tnftp -u ${LLM_FTP_URL}/${INT4_CKPT_DIR:1}/bigdl_llm_santacoder_1b_q4_0.bin $STARCODER_INT4_CKPT_PATH          
    
      - name: Clean up test environment
        uses: ./.github/actions/llm/remove-llm-env
        env:
          ANALYTICS_ZOO_ROOT: ${{ github.workspace }}

  llm-nightly-inference-test-avx512:
    runs-on: [ self-hosted, llm, AVX512, ubuntu-20.04-lts ]
    needs: llm-cpp-build
    strategy:
      fail-fast: false
      matrix:
        python-version: ["3.9"]
    env:
      INT4_CKPT_DIR: ./llm/ggml-actions/stable
      LLAMA_INT4_CKPT_PATH: ./llm/ggml-actions/stable/bigdl_llm_llama_7b_q4_0.bin
      GPTNEOX_INT4_CKPT_PATH: ./llm/ggml-actions/stable/bigdl_llm_redpajama_7b_q4_0.bin
      BLOOM_INT4_CKPT_PATH: ./llm/ggml-actions/stable/bigdl_llm_bloom_7b_q4_0.bin
      STARCODER_INT4_CKPT_PATH: ./llm/ggml-actions/stable/bigdl_llm_santacoder_1b_q4_0.bin

      LLM_DIR: ./llm
      ORIGINAL_CHATGLM2_6B_PATH: ./llm/chatglm2-6b/

      THREAD_NUM: 24
    steps:
      - uses: actions/checkout@v2
      - name: Set up Python ${{ matrix.python-version }}
        uses: actions/setup-python@v2
        with:
          python-version: ${{ matrix.python-version }}
      - name: Install dependencies
        run: |
          python -m pip install --upgrade pip
          python -m pip install --upgrade setuptools==58.0.4
          python -m pip install --upgrade wheel          

      - name: Download llm binary
        uses: ./.github/actions/llm/download-llm-binary
      
      - name: Install BigDL-LLM
        uses: ./.github/actions/llm/setup-llm-env
        env:
          ANALYTICS_ZOO_ROOT: ${{ github.workspace }}

      - name: Download ckpt & original models
        run: |
          if [ ! -d $LLAMA_INT4_CKPT_PATH ]; then
            echo "Directory $LLAMA_INT4_CKPT_PATH not found. Downloading from FTP server..."
            wget --no-verbose $LLM_FTP_URL/${LLAMA_INT4_CKPT_PATH:2} -P $INT4_CKPT_DIR
          fi
          if [ ! -d $GPTNEOX_INT4_CKPT_PATH ]; then
            echo "Directory $GPTNEOX_INT4_CKPT_PATH not found. Downloading from FTP server..."
            wget --no-verbose $LLM_FTP_URL/${GPTNEOX_INT4_CKPT_PATH:2} -P $INT4_CKPT_DIR
          fi
          if [ ! -d $BLOOM_INT4_CKPT_PATH ]; then
            echo "Directory $BLOOM_INT4_CKPT_PATH not found. Downloading from FTP server..."
            wget --no-verbose $LLM_FTP_URL/${BLOOM_INT4_CKPT_PATH:2} -P $INT4_CKPT_DIR
          fi
          if [ ! -d $STARCODER_INT4_CKPT_PATH ]; then
            echo "Directory $STARCODER_INT4_CKPT_PATH not found. Downloading from FTP server..."
            wget --no-verbose $LLM_FTP_URL/${STARCODER_INT4_CKPT_PATH:2} -P $INT4_CKPT_DIR
          fi
          if [ ! -d $ORIGINAL_CHATGLM2_6B_PATH ]; then
            echo "Directory $ORIGINAL_CHATGLM2_6B_PATH not found. Downloading from FTP server..."
            wget -r -nH --no-verbose --cut-dirs=1 $LLM_FTP_URL/${ORIGINAL_CHATGLM2_6B_PATH:2} -P $LLM_DIR
          fi          

      - name: Run LLM cli test
        uses: ./.github/actions/llm/cli-test
        env:
          ANALYTICS_ZOO_ROOT: ${{ github.workspace }}

      - name: Run LLM inference test
        uses: ./.github/actions/llm/inference-test
        env:
          ANALYTICS_ZOO_ROOT: ${{ github.workspace }}

      - name: Run LLM langchain test
        uses: ./.github/actions/llm/langchain-test
        env:
          ANALYTICS_ZOO_ROOT: ${{ github.workspace }}
    
      - name: Clean up test environment
        uses: ./.github/actions/llm/remove-llm-env
        env:
          ANALYTICS_ZOO_ROOT: ${{ github.workspace }}