LLM Nightly Tests #25
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| 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-nightly-convert-test-avx512: | |
| runs-on: [ self-hosted, llm, AVX512, ubuntu-20.04-lts ] | |
| 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: 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 }} |