CI/CD #137

	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

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