CI/CD #270
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
name: CI/CD | |
on: | |
pull_request: | |
workflow_dispatch: | |
schedule: | |
- cron: "37 9 * * *" | |
jobs: | |
test: | |
name: Memorization Test | |
runs-on: ubuntu-20.04 | |
strategy: | |
fail-fast: false | |
matrix: | |
config: [ | |
"pythia", | |
"codellama", | |
"llama-3", | |
"mistral-memorize", | |
] | |
env: | |
MODAL_TOKEN_ID: ${{ secrets.MODAL_TOKEN_ID }} | |
MODAL_TOKEN_SECRET: ${{ secrets.MODAL_TOKEN_SECRET }} | |
MODAL_ENVIRONMENT: ci-llm-finetuning | |
ALLOW_WANDB: "true" | |
steps: | |
- name: Checkout Repository | |
uses: actions/checkout@v4 | |
- name: Install Python | |
uses: actions/setup-python@v5 | |
with: | |
python-version: "3.12" | |
- name: Install Modal | |
run: | | |
python -m pip install --upgrade pip | |
pip install modal pyyaml pandas | |
- name: Prep config and data for CI | |
run: | | |
python ci/prep_for_ci.py --config=config/${{ matrix.config }}.yml --data=data/sqlqa.subsample.jsonl | |
echo `wc -l data/sqlqa.subsample.jsonl | awk '{print $1}'` lines in test data | |
echo Config: | |
cat config/${{ matrix.config }}.yml | |
- name: Run training job on Modal | |
run: | | |
modal run src.train --config=config/${{ matrix.config }}.yml --data=data/sqlqa.subsample.jsonl | |
- name: Check training results | |
run: | | |
python ci/check_loss.py | |
- name: Check inference results | |
run: | | |
python ci/check_inference.py |