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tests.yml
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name: Tests
on:
# check on push/merge to main, PRs, and manual triggers
merge_group:
push:
branches:
- "main"
paths:
- '**.py'
- 'requirements.txt'
- '.github/workflows/*.yml'
- 'requirements-tests.txt'
- 'cicd/cicd.sh'
- 'cicd/Dockerfile.jinja'
pull_request:
paths:
- '**.py'
- 'requirements.txt'
- '.github/workflows/*.yml'
- 'requirements-tests.txt'
- 'cicd/cicd.sh'
- 'cicd/Dockerfile.jinja'
workflow_dispatch:
# Cancel jobs on the same ref if a new one is triggered
concurrency:
group: ${{ github.workflow }}-${{ github.ref }}
cancel-in-progress: ${{ github.ref != 'refs/heads/main' }}
env:
TRANSFORMERS_IS_CI: "yes"
jobs:
pre-commit:
name: pre-commit
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v4
- uses: actions/setup-python@v5
with:
python-version: "3.11"
cache: 'pip' # caching pip dependencies
- uses: pre-commit/[email protected]
env:
SKIP: no-commit-to-branch
# preload-cache:
# name: Preload HF cache
# runs-on: ubuntu-latest
# strategy:
# fail-fast: false
# matrix:
# python_version: ["3.11"]
# pytorch_version: ["2.6.0"]
# timeout-minutes: 20
#
# env:
# AXOLOTL_IS_CI_CACHE_PRELOAD: "1"
#
# steps:
# - name: Check out repository code
# uses: actions/checkout@v4
#
# - name: Restore HF cache
# id: hf-cache-restore
# uses: actions/cache/restore@v4
# with:
# path: |
# /home/runner/.cache/huggingface/hub/datasets--*
# /home/runner/.cache/huggingface/hub/models--*
# key: ${{ runner.os }}-hf-hub-cache-v2
#
# - name: Restore Cache from S3
# id: hf-cache-restore-s3
# run: |
# mkdir -p /home/runner/.cache/huggingface/hub
# curl -L https://d1dttdx32dkk5p.cloudfront.net/hf-cache.tar.zst | tar -xf - -C /home/runner/.cache/huggingface/hub/ --use-compress-program unzstd
#
# - name: Setup Python
# uses: actions/setup-python@v5
# with:
# python-version: ${{ matrix.python_version }}
# cache: 'pip' # caching pip dependencies
#
# - name: upgrade pip
# run: |
# pip3 install --upgrade pip
# pip3 install --upgrade packaging==23.2 setuptools==75.8.0 wheel
#
# - name: Install PyTorch
# run: |
# pip3 install torch==${{ matrix.pytorch_version }}
#
# - name: Install dependencies
# run: |
# pip3 show torch
# pip3 install --no-build-isolation -U -e .
# python scripts/unsloth_install.py | sh
# python scripts/cutcrossentropy_install.py | sh
# pip3 install -r requirements-dev.txt -r requirements-tests.txt
#
# - name: Make sure PyTorch version wasn't clobbered
# run: |
# python -c "import torch; assert '${{ matrix.pytorch_version }}' in torch.__version__"
#
# - name: Ensure axolotl CLI was installed
# run: |
# axolotl --help
#
# - name: Pre-Download dataset fixture
# run: |
# huggingface-cli download --repo-type=dataset axolotl-ai-internal/axolotl-oss-dataset-fixtures
#
# - name: Run tests
# run: |
# pytest -v tests/conftest.py
#
# - name: Upload coverage to Codecov
# uses: codecov/codecov-action@v5
# with:
# token: ${{ secrets.CODECOV_TOKEN }}
# files: ./coverage.xml
# flags: unittests,pytorch-${{ matrix.pytorch_version }}
# fail_ci_if_error: false
#
# - name: cleanup pip cache
# run: |
# find "$(pip cache dir)/http-v2" -type f -mtime +14 -exec rm {} \;
#
# - name: Save HF cache
# id: hf-cache
# uses: actions/cache/save@v4
# with:
# path: |
# /home/runner/.cache/huggingface/hub/datasets--*
# /home/runner/.cache/huggingface/hub/models--*
# key: ${{ steps.hf-cache-restore.outputs.cache-primary-key }}
pytest:
name: PyTest
runs-on: ubuntu-latest
# needs: [preload-cache]
strategy:
fail-fast: false
matrix:
python_version: ["3.11"]
pytorch_version: ["2.5.1", "2.6.0", "2.7.0"]
timeout-minutes: 20
steps:
- name: Check out repository code
uses: actions/checkout@v4
# - name: Restore HF cache
# id: hf-cache-restore
# uses: actions/cache/restore@v4
# with:
# path: |
# /home/runner/.cache/huggingface/hub/datasets--*
# /home/runner/.cache/huggingface/hub/models--*
# key: ${{ runner.os }}-hf-hub-cache-v2
- name: Restore Cache from S3
id: hf-cache-restore-s3
run: |
mkdir -p /home/runner/.cache/huggingface/hub
curl -L https://d1dttdx32dkk5p.cloudfront.net/hf-cache.tar.zst | tar -xf - -C /home/runner/.cache/huggingface/hub/ --use-compress-program unzstd
- name: Setup Python
uses: actions/setup-python@v5
with:
python-version: ${{ matrix.python_version }}
cache: 'pip' # caching pip dependencies
- name: upgrade pip
run: |
pip3 install --upgrade pip
pip3 install --upgrade packaging==23.2 setuptools==75.8.0 wheel
- name: Install PyTorch
run: |
pip3 install torch==${{ matrix.pytorch_version }}
- name: Install dependencies
run: |
pip3 show torch
pip3 install --no-build-isolation -U -e .
python scripts/unsloth_install.py | sh
python scripts/cutcrossentropy_install.py | sh
pip3 install -r requirements-dev.txt -r requirements-tests.txt
- name: Make sure PyTorch version wasn't clobbered
run: |
python -c "import torch; assert '${{ matrix.pytorch_version }}' in torch.__version__"
- name: Ensure axolotl CLI was installed
run: |
axolotl --help
- name: Pre-Download dataset fixture
run: |
huggingface-cli download --repo-type=dataset axolotl-ai-internal/axolotl-oss-dataset-fixtures
- name: Run tests
run: |
pytest -v -n8 --dist loadfile --ignore=tests/e2e/ --ignore=tests/patched/ --ignore=tests/cli/ tests/ --cov=axolotl --cov-report=xml
pytest -v tests/patched/ --cov=axolotl --cov-append --cov-report=xml
pytest -v tests/cli/ --cov=axolotl --cov-append --cov-report=xml
- name: Upload coverage to Codecov
uses: codecov/codecov-action@v5
with:
token: ${{ secrets.CODECOV_TOKEN }}
files: ./coverage.xml
flags: unittests,pytorch-${{ matrix.pytorch_version }}
fail_ci_if_error: false
- name: cleanup pip cache
run: |
find "$(pip cache dir)/http-v2" -type f -mtime +14 -exec rm {} \;
pytest-sdist:
name: PyTest from Source Dist
runs-on: ubuntu-latest
# needs: [preload-cache]
strategy:
fail-fast: false
matrix:
python_version: ["3.11"]
pytorch_version: ["2.5.1", "2.6.0", "2.7.0"]
timeout-minutes: 20
steps:
- name: Check out repository code
uses: actions/checkout@v4
# - name: Restore HF cache
# id: hf-cache-restore
# uses: actions/cache/restore@v4
# with:
# path: |
# /home/runner/.cache/huggingface/hub/datasets--*
# /home/runner/.cache/huggingface/hub/models--*
# key: ${{ runner.os }}-hf-hub-cache-v2
- name: Restore Cache from S3
id: hf-cache-restore-s3
run: |
mkdir -p /home/runner/.cache/huggingface/hub
curl -L https://d1dttdx32dkk5p.cloudfront.net/hf-cache.tar.zst | tar -xf - -C /home/runner/.cache/huggingface/hub/ --use-compress-program unzstd
- name: Setup Python
uses: actions/setup-python@v5
with:
python-version: ${{ matrix.python_version }}
cache: 'pip' # caching pip dependencies
- name: upgrade pip
run: |
pip3 install --upgrade pip
pip3 install --upgrade packaging==23.2 setuptools==75.8.0 setuptools_scm build wheel
- name: Install PyTorch
run: |
pip3 install torch==${{ matrix.pytorch_version }}
- name: Install dependencies
run: |
pip3 show torch
python -m build --no-isolation --sdist
pip3 install --no-build-isolation dist/axolotl*.tar.gz
python scripts/unsloth_install.py | sh
python scripts/cutcrossentropy_install.py | sh
pip3 install -r requirements-dev.txt -r requirements-tests.txt
- name: Make sure PyTorch version wasn't clobbered
run: |
python -c "import torch; assert '${{ matrix.pytorch_version }}' in torch.__version__"
- name: Ensure axolotl CLI was installed
run: |
axolotl --help
- name: Show HF cache
run: huggingface-cli scan-cache
- name: Run tests
run: |
pytest -v -n8 --dist loadfile --ignore=tests/e2e/ --ignore=tests/patched/ --ignore=tests/cli/ tests/
pytest -v tests/patched/
pytest -v tests/cli/
- name: cleanup pip cache
run: |
find "$(pip cache dir)/http-v2" -type f -mtime +14 -exec rm {} \;
docker-e2e-tests-1st:
if: ${{ ! contains(github.event.commits[0].message, '[skip e2e]') && github.repository_owner == 'axolotl-ai-cloud' }}
# this job needs to be run on self-hosted GPU runners...
runs-on: [self-hosted, modal]
timeout-minutes: 90
needs: [pre-commit, pytest, pytest-sdist]
strategy:
fail-fast: false
matrix:
include:
- cuda: 124
cuda_version: 12.4.1
python_version: "3.11"
pytorch: 2.6.0
num_gpus: 1
axolotl_extras: vllm
steps:
- name: Checkout
uses: actions/checkout@v4
- name: Install Python
uses: actions/setup-python@v5
with:
python-version: "3.11"
- name: Install Modal
run: |
python -m pip install --upgrade pip
pip install modal==0.71.8 jinja2
- name: Update env vars
run: |
echo "BASE_TAG=main-base-py${{ matrix.python_version }}-cu${{ matrix.cuda }}-${{ matrix.pytorch }}" >> $GITHUB_ENV
echo "PYTORCH_VERSION=${{ matrix.pytorch}}" >> $GITHUB_ENV
echo "AXOLOTL_ARGS=${{ matrix.axolotl_args}}" >> $GITHUB_ENV
echo "AXOLOTL_EXTRAS=${{ matrix.axolotl_extras}}" >> $GITHUB_ENV
echo "CUDA=${{ matrix.cuda }}" >> $GITHUB_ENV
echo "MODAL_IMAGE_BUILDER_VERSION=2024.10" >> $GITHUB_ENV
echo "N_GPUS=${{ matrix.num_gpus }}" >> $GITHUB_ENV
echo "CODECOV_TOKEN=${{ secrets.CODECOV_TOKEN }}" >> $GITHUB_ENV
- name: Run tests job on Modal
run: |
modal run cicd.e2e_tests
docker-e2e-tests:
if: github.repository_owner == 'axolotl-ai-cloud'
# this job needs to be run on self-hosted GPU runners...
runs-on: [self-hosted, modal]
timeout-minutes: 90
needs: [pre-commit, pytest, docker-e2e-tests-1st]
strategy:
fail-fast: false
matrix:
include:
- cuda: 124
cuda_version: 12.4.1
python_version: "3.11"
pytorch: 2.6.0
num_gpus: 1
axolotl_extras: llmcompressor
- cuda: 124
cuda_version: 12.4.1
python_version: "3.11"
pytorch: 2.5.1
num_gpus: 1
axolotl_extras:
- cuda: 126
cuda_version: 12.6.3
python_version: "3.11"
pytorch: 2.7.0
num_gpus: 1
axolotl_extras:
steps:
- name: Checkout
uses: actions/checkout@v4
- name: Install Python
uses: actions/setup-python@v5
with:
python-version: "3.11"
- name: Install Modal
run: |
python -m pip install --upgrade pip
pip install modal==0.71.8 jinja2
- name: Update env vars
run: |
echo "BASE_TAG=main-base-py${{ matrix.python_version }}-cu${{ matrix.cuda }}-${{ matrix.pytorch }}" >> $GITHUB_ENV
echo "PYTORCH_VERSION=${{ matrix.pytorch}}" >> $GITHUB_ENV
echo "AXOLOTL_ARGS=${{ matrix.axolotl_args}}" >> $GITHUB_ENV
echo "AXOLOTL_EXTRAS=${{ matrix.axolotl_extras}}" >> $GITHUB_ENV
echo "CUDA=${{ matrix.cuda }}" >> $GITHUB_ENV
echo "MODAL_IMAGE_BUILDER_VERSION=2024.10" >> $GITHUB_ENV
echo "N_GPUS=${{ matrix.num_gpus }}" >> $GITHUB_ENV
echo "CODECOV_TOKEN=${{ secrets.CODECOV_TOKEN }}" >> $GITHUB_ENV
- name: Run tests job on Modal
run: |
modal run cicd.e2e_tests
docker-e2e-cleanup:
runs-on: [self-hosted, modal]
timeout-minutes: 90
needs: [docker-e2e-tests]
strategy:
fail-fast: false
matrix:
include:
- cuda: 124
cuda_version: 12.4.1
python_version: "3.11"
pytorch: 2.6.0
num_gpus: 1
axolotl_extras: vllm
steps:
- name: Checkout
uses: actions/checkout@v4
- name: Install Python
uses: actions/setup-python@v5
with:
python-version: "3.11"
- name: Install Modal
run: |
python -m pip install --upgrade pip
pip install modal==0.71.8 jinja2
- name: Update env vars
run: |
echo "BASE_TAG=main-base-py${{ matrix.python_version }}-cu${{ matrix.cuda }}-${{ matrix.pytorch }}" >> $GITHUB_ENV
echo "PYTORCH_VERSION=${{ matrix.pytorch}}" >> $GITHUB_ENV
echo "AXOLOTL_ARGS=${{ matrix.axolotl_args}}" >> $GITHUB_ENV
echo "AXOLOTL_EXTRAS=${{ matrix.axolotl_extras}}" >> $GITHUB_ENV
echo "CUDA=${{ matrix.cuda }}" >> $GITHUB_ENV
echo "MODAL_IMAGE_BUILDER_VERSION=2024.10" >> $GITHUB_ENV
echo "N_GPUS=${{ matrix.num_gpus }}" >> $GITHUB_ENV
echo "CODECOV_TOKEN=${{ secrets.CODECOV_TOKEN }}" >> $GITHUB_ENV
- name: Run tests job on Modal
run: |
modal run cicd.cleanup