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LLM Nightly Tests

LLM Nightly Tests #210

name: LLM Nightly Tests
# Cancel previous runs in the PR when you push new commits
concurrency:
group: ${{ github.workflow }}-llm-nightly-test-${{ github.event.pull_request.number || github.run_id }}
cancel-in-progress: true
permissions:
contents: read
# 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:
needs: llm-cpp-build
strategy:
fail-fast: false
matrix:
include:
- os: windows
instruction: AVX-VNNI-UT
python-version: "3.9"
- os: ubuntu-20.04-lts
instruction: avx512
python-version: "3.9"
runs-on: [self-hosted, llm, "${{matrix.instruction}}", "${{matrix.os}}"]
env:
ANALYTICS_ZOO_ROOT: ${{ github.workspace }}
steps:
- name: Set model directories
shell: bash
run: |
echo "ORIGIN_DIR=$(pwd)/../llm/origin-models" >> "$GITHUB_ENV"
echo "INT4_CKPT_DIR=$(pwd)/../llm/nightly-converted-models" >> "$GITHUB_ENV"
- name: Create model directories
shell: bash
run: |
if [ ! -d $ORIGIN_DIR ]; then
mkdir -p $ORIGIN_DIR
fi
if [ ! -d $INT4_CKPT_DIR ]; then
mkdir -p $INT4_CKPT_DIR
fi
- name: Set environment variables
shell: bash
run: |
echo "LLAMA_ORIGIN_PATH=${ORIGIN_DIR}/llama-7b-hf" >> "$GITHUB_ENV"
echo "GPTNEOX_ORIGIN_PATH=${ORIGIN_DIR}/gptneox-7b-redpajama-bf16" >> "$GITHUB_ENV"
echo "BLOOM_ORIGIN_PATH=${ORIGIN_DIR}/bloomz-7b1" >> "$GITHUB_ENV"
echo "STARCODER_ORIGIN_PATH=${ORIGIN_DIR}/gpt_bigcode-santacoder" >> "$GITHUB_ENV"
echo "LLAMA_INT4_CKPT_PATH=${INT4_CKPT_DIR}/bigdl_llm_llama_q4_0.bin" >> "$GITHUB_ENV"
echo "GPTNEOX_INT4_CKPT_PATH=${INT4_CKPT_DIR}/bigdl_llm_gptneox_q4_0.bin" >> "$GITHUB_ENV"
echo "BLOOM_INT4_CKPT_PATH=${INT4_CKPT_DIR}/bigdl_llm_bloom_q4_0.bin" >> "$GITHUB_ENV"
echo "STARCODER_INT4_CKPT_PATH=${INT4_CKPT_DIR}/bigdl_llm_starcoder_q4_0.bin" >> "$GITHUB_ENV"
- uses: actions/checkout@f43a0e5ff2bd294095638e18286ca9a3d1956744 # actions/checkout@v3
- name: Set up Python ${{ matrix.python-version }}
uses: actions/setup-python@v4
with:
python-version: ${{ matrix.python-version }}
- name: Install dependencies
shell: bash
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 IPEX-LLM
uses: ./.github/actions/llm/setup-llm-env
- name: Download original models & convert
uses: ./.github/actions/llm/convert-test
- name: Upload ckpt to ftp
shell: bash
if: runner.os == 'Linux' && github.event_name == 'schedule'
run: |
curl -T $LLAMA_INT4_CKPT_PATH ${LLM_FTP_URL}/llm/ggml-actions/nightly/bigdl_llm_llama_7b_q4_0.bin
curl -T $GPTNEOX_INT4_CKPT_PATH ${LLM_FTP_URL}/llm/ggml-actions/nightly/bigdl_llm_redpajama_7b_q4_0.bin
curl -T $BLOOM_INT4_CKPT_PATH ${LLM_FTP_URL}/llm/ggml-actions/nightly/bigdl_llm_bloom_7b_q4_0.bin
curl -T $STARCODER_INT4_CKPT_PATH ${LLM_FTP_URL}/llm/ggml-actions/nightly/bigdl_llm_santacoder_1b_q4_0.bin
- name: Delete ckpt
shell: bash
run: |
rm -rf $LLAMA_INT4_CKPT_PATH
rm -rf $GPTNEOX_INT4_CKPT_PATH
rm -rf $BLOOM_INT4_CKPT_PATH
rm -rf $STARCODER_INT4_CKPT_PATH
llm-unit-tests:
needs: llm-cpp-build
uses: ./.github/workflows/llm_unit_tests.yml
llm-example-test:
needs: llm-cpp-build
uses: ./.github/workflows/llm_example_tests.yml