386 lines
13 KiB
YAML
386 lines
13 KiB
YAML
name: Tests
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on:
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# check on push/merge to main, PRs, and manual triggers
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merge_group:
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push:
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branches:
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- "main"
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paths:
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- '**.py'
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- 'requirements.txt'
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- '.github/workflows/*.yml'
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- 'requirements-tests.txt'
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- 'cicd/cicd.sh'
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- 'cicd/Dockerfile.jinja'
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pull_request:
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types: [opened, synchronize, reopened, ready_for_review]
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paths:
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- '**.py'
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- 'requirements.txt'
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- '.github/workflows/*.yml'
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- 'requirements-tests.txt'
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- 'cicd/cicd.sh'
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- 'cicd/Dockerfile.jinja'
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workflow_dispatch:
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# Cancel jobs on the same ref if a new one is triggered
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concurrency:
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group: ${{ github.workflow }}-${{ github.ref }}
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cancel-in-progress: ${{ github.ref != 'refs/heads/main' }}
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env:
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TRANSFORMERS_IS_CI: "yes"
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jobs:
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pre-commit:
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name: pre-commit
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runs-on: ubuntu-latest
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if: ${{ !github.event.pull_request.draft }}
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steps:
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- uses: actions/checkout@v4
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- uses: actions/setup-python@v5
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with:
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python-version: "3.11"
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cache: 'pip' # caching pip dependencies
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- uses: pre-commit/action@v3.0.1
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env:
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SKIP: no-commit-to-branch
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pytest:
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name: PyTest
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runs-on: ubuntu-latest
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if: ${{ !github.event.pull_request.draft }}
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# needs: [preload-cache]
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strategy:
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fail-fast: false
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matrix:
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python_version: ["3.11"]
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pytorch_version: ["2.8.0", "2.9.0", "2.9.1"]
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timeout-minutes: 20
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steps:
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- name: cleanup node
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run: |
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sudo rm -rf /usr/share/dotnet /usr/local/lib/android /opt/ghc /opt/hostedtoolcache/CodeQL
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- name: Check out repository code
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uses: actions/checkout@v4
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- name: Restore Cache from S3
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id: hf-cache-restore-s3
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run: |
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mkdir -p ~/.cache/huggingface/hub
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curl -L https://d1dttdx32dkk5p.cloudfront.net/hf-cache.tar.zst | tar -xpf - -C ~/.cache/huggingface/hub/ --use-compress-program unzstd --strip-components=1
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ls -ltr ~/.cache/huggingface/hub/
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- name: Setup Python
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uses: actions/setup-python@v5
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with:
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python-version: ${{ matrix.python_version }}
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cache: 'pip' # caching pip dependencies
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- name: upgrade pip
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run: |
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pip3 install --upgrade pip
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pip3 install --upgrade packaging==23.2 setuptools==75.8.0 wheel
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- name: Install PyTorch
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run: |
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pip3 install --no-cache-dir torch==${{ matrix.pytorch_version }} torchvision
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- name: Install dependencies
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run: |
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pip3 show torch
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pip3 install --no-cache-dir --no-build-isolation -U -e .
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python scripts/unsloth_install.py | sh
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python scripts/cutcrossentropy_install.py | sh
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pip3 install -r requirements-dev.txt -r requirements-tests.txt
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- name: cleanup pip cache
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run: |
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find "$(pip cache dir)/http-v2" -type f -mtime +14 -exec rm {} \;
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- name: Make sure PyTorch version wasn't clobbered
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run: |
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python -c "import torch; assert '${{ matrix.pytorch_version }}' in torch.__version__"
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- name: Ensure axolotl CLI was installed
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run: |
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axolotl --help
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- name: Pre-Download dataset fixture
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run: |
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huggingface-cli download --repo-type=dataset axolotl-ai-internal/axolotl-oss-dataset-fixtures
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- name: Show HF cache
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run: hf cache scan
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- name: Run tests
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run: |
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df -h
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pytest -v --durations=10 -n4 --dist loadfile --ignore=tests/e2e/ --ignore=tests/patched/ --ignore=tests/cli/ --ignore=tests/monkeypatch/ tests/ --cov=axolotl --cov-report=xml
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df -h
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pytest -v --durations=10 tests/monkeypatch/ --cov=axolotl --cov-append --cov-report=xml
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df -h
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pytest -v --durations=10 tests/patched/ --cov=axolotl --cov-append --cov-report=xml
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df -h
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pytest -v --durations=10 tests/cli/ --cov=axolotl --cov-append --cov-report=xml
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- name: Show HF cache
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run: hf cache scan
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- name: Upload coverage to Codecov
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uses: codecov/codecov-action@v5
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with:
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token: ${{ secrets.CODECOV_TOKEN }}
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files: ./coverage.xml
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flags: unittests,pytorch-${{ matrix.pytorch_version }}
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fail_ci_if_error: false
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pytest-sdist:
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name: PyTest from Source Dist
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runs-on: ubuntu-latest
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if: ${{ !github.event.pull_request.draft }}
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strategy:
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fail-fast: false
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matrix:
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python_version: ["3.11"]
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pytorch_version: ["2.8.0", "2.9.0", "2.9.1"]
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timeout-minutes: 20
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steps:
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- name: cleanup node
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run: |
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sudo rm -rf /usr/share/dotnet /usr/local/lib/android /opt/ghc /opt/hostedtoolcache/CodeQL
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- name: Check out repository code
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uses: actions/checkout@v4
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- name: Restore Cache from S3
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id: hf-cache-restore-s3
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run: |
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mkdir -p ~/.cache/huggingface/hub
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curl -L https://d1dttdx32dkk5p.cloudfront.net/hf-cache.tar.zst | tar -xpf - -C ~/.cache/huggingface/hub/ --use-compress-program unzstd --strip-components=1
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ls -ltr ~/.cache/huggingface/hub/
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- name: Setup Python
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uses: actions/setup-python@v5
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with:
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python-version: ${{ matrix.python_version }}
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cache: 'pip' # caching pip dependencies
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- name: upgrade pip
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run: |
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pip3 install --upgrade pip
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pip3 install --upgrade packaging==23.2 setuptools==75.8.0 setuptools_scm build wheel psutil
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- name: Install PyTorch
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run: |
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pip3 install --no-cache-dir torch==${{ matrix.pytorch_version }} torchvision
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- name: Install dependencies
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run: |
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pip3 show torch
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python -m build --no-isolation --sdist
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pip3 install --no-cache-dir --no-build-isolation dist/axolotl*.tar.gz
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python scripts/unsloth_install.py | sh
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python scripts/cutcrossentropy_install.py | sh
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pip3 install -r requirements-dev.txt -r requirements-tests.txt
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- name: cleanup pip cache
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run: |
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find "$(pip cache dir)/http-v2" -type f -mtime +14 -exec rm {} \;
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- name: Make sure PyTorch version wasn't clobbered
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run: |
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python -c "import torch; assert '${{ matrix.pytorch_version }}' in torch.__version__"
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- name: Ensure axolotl CLI was installed
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run: |
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axolotl --help
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- name: Show HF cache
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run: hf cache scan
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- name: Run tests
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run: |
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pytest -v --durations=10 -n4 --dist loadfile --ignore=tests/e2e/ --ignore=tests/patched/ --ignore=tests/cli/ --ignore=tests/monkeypatch/ tests/ --cov=axolotl --cov-report=xml
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pytest -v --durations=10 tests/monkeypatch/ --cov=axolotl --cov-append --cov-report=xml
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pytest -v --durations=10 tests/cli/
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- name: Show HF cache
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run: hf cache scan
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gate-skip-e2e:
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needs: [pre-commit, pytest, pytest-sdist]
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runs-on: ubuntu-latest
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outputs:
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skip: ${{ steps.compute.outputs.skip }}
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steps:
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- uses: actions/github-script@v7
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id: compute
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with:
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script: |
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const token = /\[skip-e2e\]/i;
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let msg = '';
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if (context.eventName === 'push') {
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msg = context.payload.head_commit?.message || '';
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} else if (context.eventName === 'pull_request') {
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const { owner, repo } = context.repo;
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const prNumber = context.payload.pull_request.number;
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const commits = await github.paginate(
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github.rest.pulls.listCommits,
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{ owner, repo, pull_number: prNumber, per_page: 100 }
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);
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msg = commits.at(-1)?.commit?.message || '';
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}
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const title = context.payload.pull_request?.title || '';
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const body = context.payload.pull_request?.body || '';
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const skip = token.test(msg) || token.test(title) || token.test(body);
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core.setOutput('skip', String(skip));
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docker-e2e-tests-1st:
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# Run this job first as a gate for running the remainder of the test matrix
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if: >
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github.repository_owner == 'axolotl-ai-cloud' &&
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(github.event_name != 'pull_request' || !github.event.pull_request.draft) &&
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needs.gate-skip-e2e.outputs.skip != 'true'
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# this job needs to be run on self-hosted GPU runners...
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runs-on: [self-hosted, modal]
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timeout-minutes: 120
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needs: [pre-commit, pytest, pytest-sdist, gate-skip-e2e]
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strategy:
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fail-fast: false
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matrix:
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include:
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- cuda: 128
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cuda_version: 12.8.1
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python_version: "3.11"
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pytorch: 2.8.0
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num_gpus: 1
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axolotl_extras:
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dockerfile: "Dockerfile-uv.jinja"
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steps:
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- name: Checkout
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uses: actions/checkout@v4
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- name: Install Python
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uses: actions/setup-python@v5
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with:
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python-version: "3.11"
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- name: Install Modal
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run: |
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python -m pip install --upgrade pip
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pip install modal==1.3.0.post1 jinja2
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- name: Update env vars
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run: |
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echo "BASE_TAG=main-base-py${{ matrix.python_version }}-cu${{ matrix.cuda }}-${{ matrix.pytorch }}" >> $GITHUB_ENV
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echo "PYTORCH_VERSION=${{ matrix.pytorch}}" >> $GITHUB_ENV
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echo "AXOLOTL_ARGS=${{ matrix.axolotl_args}}" >> $GITHUB_ENV
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echo "AXOLOTL_EXTRAS=${{ matrix.axolotl_extras}}" >> $GITHUB_ENV
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echo "CUDA=${{ matrix.cuda }}" >> $GITHUB_ENV
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echo "MODAL_IMAGE_BUILDER_VERSION=2024.10" >> $GITHUB_ENV
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echo "N_GPUS=${{ matrix.num_gpus }}" >> $GITHUB_ENV
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echo "CODECOV_TOKEN=${{ secrets.CODECOV_TOKEN }}" >> $GITHUB_ENV
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echo "E2E_DOCKERFILE=${{ matrix.dockerfile || 'Dockerfile.jinja'}}" >> $GITHUB_ENV
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- name: Run tests job on Modal
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run: |
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modal run cicd.e2e_tests
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docker-e2e-tests:
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if: >
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github.repository_owner == 'axolotl-ai-cloud' &&
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(github.event_name != 'pull_request' || !github.event.pull_request.draft) &&
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needs.gate-skip-e2e.outputs.skip != 'true'
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# this job needs to be run on self-hosted GPU runners...
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runs-on: [self-hosted, modal]
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timeout-minutes: 120
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# Only run the remainder of the matrix if the first e2e check passed;
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# this is to save on wasted compute costs for known failures that get caught in the first run
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needs: [pre-commit, pytest, gate-skip-e2e, docker-e2e-tests-1st]
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strategy:
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fail-fast: false
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matrix:
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include:
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- cuda: 128
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cuda_version: 12.8.1
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python_version: "3.11"
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pytorch: 2.8.0
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num_gpus: 1
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gpu_type: "B200"
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axolotl_extras: fbgemm-gpu
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- cuda: 128
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cuda_version: 12.8.1
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python_version: "3.11"
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pytorch: 2.9.1
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num_gpus: 1
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axolotl_extras:
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steps:
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- name: Checkout
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uses: actions/checkout@v4
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- name: Install Python
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uses: actions/setup-python@v5
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with:
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python-version: "3.11"
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- name: Install Modal
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run: |
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python -m pip install --upgrade pip
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pip install modal==1.3.0.post1 jinja2
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- name: Update env vars
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run: |
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echo "BASE_TAG=main-base-py${{ matrix.python_version }}-cu${{ matrix.cuda }}-${{ matrix.pytorch }}" >> $GITHUB_ENV
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echo "PYTORCH_VERSION=${{ matrix.pytorch}}" >> $GITHUB_ENV
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echo "AXOLOTL_ARGS=${{ matrix.axolotl_args}}" >> $GITHUB_ENV
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echo "AXOLOTL_EXTRAS=${{ matrix.axolotl_extras}}" >> $GITHUB_ENV
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echo "CUDA=${{ matrix.cuda }}" >> $GITHUB_ENV
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echo "MODAL_IMAGE_BUILDER_VERSION=2024.10" >> $GITHUB_ENV
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echo "N_GPUS=${{ matrix.num_gpus }}" >> $GITHUB_ENV
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echo "GPU_TYPE=${{ matrix.gpu_type || 'L40S'}}" >> $GITHUB_ENV
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echo "CODECOV_TOKEN=${{ secrets.CODECOV_TOKEN }}" >> $GITHUB_ENV
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echo "E2E_DOCKERFILE=${{ matrix.dockerfile || 'Dockerfile.jinja'}}" >> $GITHUB_ENV
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- name: Run tests job on Modal
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run: |
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modal run cicd.e2e_tests
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docker-e2e-cleanup:
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runs-on: [self-hosted, modal]
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timeout-minutes: 90
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needs: [docker-e2e-tests]
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if: ${{ !github.event.pull_request.draft }}
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strategy:
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fail-fast: false
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matrix:
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include:
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- cuda: 128
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cuda_version: 12.8.1
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python_version: "3.11"
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pytorch: 2.9.1
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num_gpus: 1
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axolotl_extras:
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steps:
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- name: Checkout
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uses: actions/checkout@v4
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- name: Install Python
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uses: actions/setup-python@v5
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with:
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python-version: "3.11"
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- name: Install Modal
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run: |
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python -m pip install --upgrade pip
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pip install modal==1.3.0.post1 jinja2
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- name: Update env vars
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run: |
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echo "BASE_TAG=main-base-py${{ matrix.python_version }}-cu${{ matrix.cuda }}-${{ matrix.pytorch }}" >> $GITHUB_ENV
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echo "PYTORCH_VERSION=${{ matrix.pytorch}}" >> $GITHUB_ENV
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echo "AXOLOTL_ARGS=${{ matrix.axolotl_args}}" >> $GITHUB_ENV
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echo "AXOLOTL_EXTRAS=${{ matrix.axolotl_extras}}" >> $GITHUB_ENV
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echo "CUDA=${{ matrix.cuda }}" >> $GITHUB_ENV
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echo "MODAL_IMAGE_BUILDER_VERSION=2024.10" >> $GITHUB_ENV
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echo "N_GPUS=${{ matrix.num_gpus }}" >> $GITHUB_ENV
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echo "CODECOV_TOKEN=${{ secrets.CODECOV_TOKEN }}" >> $GITHUB_ENV
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- name: Run tests job on Modal
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run: |
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modal run cicd.cleanup
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