275 lines
No EOL
9.6 KiB
YAML
275 lines
No EOL
9.6 KiB
YAML
name: LLM C-Eval
|
|
|
|
# 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 15 * * *" # GMT time, 15:00 GMT == 23:00 Beijing Time
|
|
pull_request:
|
|
branches: [main]
|
|
paths:
|
|
- ".github/workflows/llm-c-evaluation.yml"
|
|
# Allows you to run this workflow manually from the Actions tab
|
|
workflow_dispatch:
|
|
inputs:
|
|
model_name:
|
|
description: 'Model names, separated by comma and must be quoted.'
|
|
required: true
|
|
type: string
|
|
precision:
|
|
description: 'Precisions, separated by comma and must be quoted.'
|
|
required: true
|
|
type: string
|
|
runs-on:
|
|
description: 'Labels to filter the runners, separated by comma and must be quoted.'
|
|
default: "accuracy"
|
|
required: false
|
|
type: string
|
|
|
|
# A workflow run is made up of one or more jobs that can run sequentially
|
|
jobs:
|
|
llm-cpp-build:
|
|
uses: ./.github/workflows/llm-binary-build.yml
|
|
with:
|
|
platform: 'Linux'
|
|
# Set the testing matrix based on the event (schedule, PR, or manual dispatch)
|
|
set-matrix:
|
|
runs-on: ubuntu-latest
|
|
outputs:
|
|
model_name: ${{ steps.set-matrix.outputs.model_name }}
|
|
precision: ${{ steps.set-matrix.outputs.precision }}
|
|
runner: ${{ steps.set-matrix.outputs.runner }}
|
|
date: ${{ steps.set-matrix.outputs.date }}
|
|
steps:
|
|
- name: set-nightly-env
|
|
if: ${{github.event_name == 'schedule'}}
|
|
env:
|
|
NIGHTLY_MATRIX_MODEL_NAME: '["chatglm2-6b","chinese-llama2-7b", "Qwen-7B-Chat"]'
|
|
NIGHTLY_MATRIX_PRECISION: '["sym_int4", "fp8_e5m2"]'
|
|
NIGHTLY_LABELS: '["self-hosted", "llm", "accuracy-nightly"]'
|
|
run: |
|
|
echo "model_name=$NIGHTLY_MATRIX_MODEL_NAME" >> $GITHUB_ENV
|
|
echo "precision=$NIGHTLY_MATRIX_PRECISION" >> $GITHUB_ENV
|
|
echo "runner=$NIGHTLY_LABELS" >> $GITHUB_ENV
|
|
|
|
- name: set-pr-env
|
|
if: ${{github.event_name == 'pull_request'}}
|
|
env:
|
|
PR_MATRIX_MODEL_NAME: '["Qwen-7B-Chat"]'
|
|
PR_MATRIX_PRECISION: '["sym_int4", "fp8_e5m2"]'
|
|
PR_LABELS: '["self-hosted", "llm", "temp-arc01"]'
|
|
run: |
|
|
echo "model_name=$PR_MATRIX_MODEL_NAME" >> $GITHUB_ENV
|
|
echo "precision=$PR_MATRIX_PRECISION" >> $GITHUB_ENV
|
|
echo "runner=$PR_LABELS" >> $GITHUB_ENV
|
|
|
|
- name: set-manual-env
|
|
if: ${{github.event_name == 'workflow_dispatch'}}
|
|
env:
|
|
MANUAL_MATRIX_MODEL_NAME: ${{format('[ {0} ]', inputs.model_name)}}
|
|
MANUAL_MATRIX_PRECISION: ${{format('[ {0} ]', inputs.precision)}}
|
|
MANUAL_LABELS: ${{format('["self-hosted", "llm", {0}]', inputs.runs-on)}}
|
|
run: |
|
|
echo "model_name=$MANUAL_MATRIX_MODEL_NAME" >> $GITHUB_ENV
|
|
echo "precision=$MANUAL_MATRIX_PRECISION" >> $GITHUB_ENV
|
|
echo "runner=$MANUAL_LABELS" >> $GITHUB_ENV
|
|
|
|
- name: set-matrix
|
|
id: set-matrix
|
|
run: |
|
|
echo "model_name=$model_name" >> $GITHUB_OUTPUT
|
|
echo "precision=$precision" >> $GITHUB_OUTPUT
|
|
echo "runner=$runner" >> $GITHUB_OUTPUT
|
|
echo "date=$(date +%Y-%m-%d)" >> $GITHUB_OUTPUT
|
|
|
|
llm-c-evaluation:
|
|
timeout-minutes: 1200
|
|
needs: [llm-cpp-build, set-matrix]
|
|
strategy:
|
|
fail-fast: false
|
|
matrix:
|
|
python-version: ["3.11"]
|
|
model_name: ${{ fromJson(needs.set-matrix.outputs.model_name) }}
|
|
precision: ${{ fromJson(needs.set-matrix.outputs.precision) }}
|
|
device: [xpu]
|
|
|
|
runs-on: ${{ fromJson(needs.set-matrix.outputs.runner) }}
|
|
env:
|
|
ANALYTICS_ZOO_ROOT: ${{ github.workspace }}
|
|
ORIGIN_DIR: /mnt/disk1/models
|
|
CEVAL_HF_HOME: /mnt/disk1/ceval_home
|
|
steps:
|
|
- uses: actions/checkout@v3
|
|
- name: Set up Python ${{ matrix.python-version }}
|
|
uses: actions/setup-python@v4
|
|
with:
|
|
python-version: ${{ matrix.python-version }}
|
|
- name: Install dependencies
|
|
shell: bash
|
|
run: |
|
|
python -m pip install --upgrade pip
|
|
python -m pip install --upgrade setuptools==58.0.4
|
|
python -m pip install --upgrade wheel
|
|
|
|
- name: Download llm binary
|
|
uses: ./.github/actions/llm/download-llm-binary
|
|
with:
|
|
platform: 'Linux'
|
|
|
|
- name: Run LLM install (all) test
|
|
uses: ./.github/actions/llm/setup-llm-env
|
|
with:
|
|
extra-dependency: "xpu_2.1"
|
|
|
|
- name: Download models and datasets
|
|
shell: bash
|
|
run: |
|
|
echo "MODEL_PATH=${ORIGIN_DIR}/${{ matrix.model_name }}/" >> "$GITHUB_ENV"
|
|
MODEL_PATH=${ORIGIN_DIR}/${{ matrix.model_name }}/
|
|
if [ ! -d $CEVAL_HF_HOME ]; then
|
|
mkdir -p $CEVAL_HF_HOME
|
|
fi
|
|
if [ ! -d "$CEVAL_HF_HOME/data" ]; then
|
|
mkdir -p "$CEVAL_HF_HOME/data"
|
|
fi
|
|
if [ -d "$CEVAL_HF_HOME/data/dev" ]; then
|
|
rm -rf "$CEVAL_HF_HOME/data/dev"
|
|
fi
|
|
|
|
if [ -d "$CEVAL_HF_HOME/data/test" ]; then
|
|
rm -rf "$CEVAL_HF_HOME/data/test"
|
|
fi
|
|
|
|
if [ -d "$CEVAL_HF_HOME/data/val" ]; then
|
|
rm -rf "$CEVAL_HF_HOME/data/val"
|
|
fi
|
|
wget -r -nH -nc --no-verbose --cut-dirs=1 ${LLM_FTP_URL}/llm/ceval-exam.zip -P "$CEVAL_HF_HOME/data"
|
|
echo "DATA_PATH=$CEVAL_HF_HOME/data" >> "$GITHUB_ENV"
|
|
DATA_PATH=$CEVAL_HF_HOME/data
|
|
unzip -o "$CEVAL_HF_HOME/data/ceval-exam.zip" -d "$CEVAL_HF_HOME/data"
|
|
wget -r -nH -nc --no-verbose --cut-dirs=1 ${LLM_FTP_URL}/llm/${{ matrix.model_name }} -P ${ORIGIN_DIR}
|
|
|
|
- name: Install New Dependencies
|
|
shell: bash
|
|
run: |
|
|
pip install einops
|
|
pip install thefuzz
|
|
pip install tiktoken
|
|
pip install numpy==1.26.3
|
|
pip install pandas==1.5.3
|
|
pip install transformers_stream_generator
|
|
|
|
- name: Run C-Eval
|
|
shell: bash
|
|
working-directory: ${{ github.workspace }}/python/llm/dev/benchmark/ceval
|
|
env:
|
|
USE_XETLA: OFF
|
|
SYCL_PI_LEVEL_ZERO_USE_IMMEDIATE_COMMANDLISTS: 1
|
|
run: |
|
|
source /opt/intel/oneapi/setvars.sh
|
|
python eval.py \
|
|
--model_path ${MODEL_PATH} \
|
|
--eval_type validation \
|
|
--device xpu \
|
|
--eval_data_path ${DATA_PATH} \
|
|
--qtype ${{ matrix.precision }}
|
|
|
|
- uses: actions/upload-artifact@v3
|
|
with:
|
|
name: ceval_results
|
|
path:
|
|
${{ github.workspace }}/python/llm/dev/benchmark/ceval/results/**
|
|
|
|
llm-ceval-summary:
|
|
if: ${{ always() }}
|
|
needs: [set-matrix, llm-c-evaluation]
|
|
runs-on: ubuntu-latest
|
|
steps:
|
|
- uses: actions/checkout@v3
|
|
- name: Set up Python 3.11
|
|
uses: actions/setup-python@v4
|
|
with:
|
|
python-version: 3.11
|
|
- name: Install dependencies
|
|
shell: bash
|
|
run: |
|
|
pip install --upgrade pip
|
|
pip install pandas==1.5.3
|
|
|
|
- name: Download ceval results
|
|
uses: actions/download-artifact@v3
|
|
with:
|
|
name: ceval_results
|
|
path: results
|
|
|
|
- name: Summarize the results
|
|
shell: bash
|
|
run: |
|
|
ls results
|
|
echo "DATE=$(date +%Y-%m-%d)" >> $GITHUB_ENV
|
|
python ${{ github.workspace }}/python/llm/dev/benchmark/ceval/organize_results.py results/ results/
|
|
|
|
- name: Set artifact file path
|
|
run: echo "ARTIFACT_PATH=results/results_${{ needs.set-matrix.outputs.date }}.csv" >> $GITHUB_ENV
|
|
|
|
- uses: actions/upload-artifact@v3
|
|
with:
|
|
name: results_${{ needs.set-matrix.outputs.date }}
|
|
path: ${{ env.ARTIFACT_PATH }}
|
|
|
|
llm-ceval-html:
|
|
if: ${{github.event_name == 'schedule' || github.event_name == 'pull_request'}}
|
|
needs: [set-matrix, llm-c-evaluation, llm-ceval-summary]
|
|
runs-on: ["self-hosted", "llm", "accuracy1", "accuracy-nightly"]
|
|
steps:
|
|
- uses: actions/checkout@f43a0e5ff2bd294095638e18286ca9a3d1956744 # actions/checkout@v3
|
|
- name: Set up Python 3.11
|
|
uses: actions/setup-python@v4
|
|
with:
|
|
python-version: 3.11
|
|
- name: Install dependencies
|
|
shell: bash
|
|
run: |
|
|
pip install --upgrade pip
|
|
pip install numpy
|
|
pip install pandas==1.5.3
|
|
pip install jsonlines pytablewriter regex
|
|
|
|
- name: Set output path
|
|
shell: bash
|
|
run: |
|
|
if ${{github.event_name == 'pull_request'}}; then
|
|
echo 'ACC_FOLDER=/home/arda/action-runners/ceval/pr-accuracy-data' >> $GITHUB_ENV
|
|
fi
|
|
if ${{github.event_name == 'schedule'}}; then
|
|
echo 'ACC_FOLDER=/home/arda/action-runners/ceval/nightly-accuracy-data' >> $GITHUB_ENV
|
|
fi
|
|
|
|
- name: Create ceval results directory if not exists
|
|
run: |
|
|
if [ ! -d "${{ env.ACC_FOLDER }}" ]; then
|
|
mkdir -p "${{ env.ACC_FOLDER }}"
|
|
fi
|
|
|
|
- name: Download ceval results
|
|
uses: actions/download-artifact@v3
|
|
with:
|
|
name: results_${{ needs.set-matrix.outputs.date }}
|
|
path: ${{ env.ACC_FOLDER }}
|
|
rename: results_${{ needs.set-matrix.outputs.date }}.csv
|
|
|
|
- name: Update HTML
|
|
working-directory: ${{ github.workspace }}/python/llm/test/benchmark/ceval/
|
|
shell: bash
|
|
run: |
|
|
python ceval_csv_to_html.py -f $ACC_FOLDER
|
|
if ${{github.event_name == 'schedule'}}; then
|
|
python ../harness/update_html_in_parent_folder.py -f $ACC_FOLDER
|
|
fi |