| name: Check Tiny Models
|
|
|
| on:
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| push:
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| branches:
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| - check_tiny_models*
|
| repository_dispatch:
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| schedule:
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| - cron: "0 2 * * *"
|
|
|
| env:
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| TOKEN: ${{ secrets.TRANSFORMERS_HUB_BOT_HF_TOKEN }}
|
|
|
| jobs:
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| check_tiny_models:
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| name: Check tiny models
|
| runs-on: ubuntu-22.04
|
| steps:
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| - name: Checkout transformers
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| uses: actions/checkout@v4
|
| with:
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| fetch-depth: 2
|
|
|
| - uses: actions/checkout@v4
|
| - name: Set up Python 3.8
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| uses: actions/setup-python@v5
|
| with:
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|
|
| python-version: '3.8'
|
|
|
| architecture: 'x64'
|
|
|
| - name: Install
|
| run: |
|
| sudo apt-get -y update && sudo apt-get install -y libsndfile1-dev espeak-ng cmake
|
| pip install --upgrade pip
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| python -m pip install -U .[sklearn,torch,testing,sentencepiece,torch-speech,vision,timm,video,tf-cpu]
|
| pip install tensorflow_probability
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| python -m pip install -U 'natten<0.15.0'
|
|
|
| - name: Create all tiny models (locally)
|
| run: |
|
| python utils/create_dummy_models.py tiny_local_models --all --num_workers 2
|
|
|
| - name: Local tiny model reports artifacts
|
| if: ${{ always() }}
|
| uses: actions/upload-artifact@v4
|
| with:
|
| name: tiny_local_model_creation_reports
|
| path: tiny_local_models/reports
|
|
|
|
|
| - name: Run pipeline tests against all new (local) tiny models
|
| run: |
|
| OMP_NUM_THREADS=1 TRANSFORMERS_TINY_MODEL_PATH=tiny_local_models python -m pytest --max-worker-restart=0 -n 2 --dist=loadfile -s -rA --make-reports=tests_pipelines tests/models -m is_pipeline_test -k "test_pipeline_" | tee tests_output.txt
|
|
|
| - name: Test suite reports artifacts
|
| if: ${{ always() }}
|
| uses: actions/upload-artifact@v4
|
| with:
|
| name: tiny_local_model_creation_reports
|
| path: reports/tests_pipelines
|
|
|
| - name: Create + Upload tiny models for new model architecture(s)
|
| run: |
|
| python utils/update_tiny_models.py --num_workers 2
|
|
|
| - name: Full report
|
| run: cat tiny_models/reports/tiny_model_creation_report.json
|
|
|
| - name: Failure report
|
| run: cat tiny_models/reports/simple_failed_report.txt
|
|
|
| - name: Summary report
|
| run: cat tiny_models/reports/tiny_model_summary.json
|
|
|
| - name: New tiny model creation reports artifacts
|
| if: ${{ always() }}
|
| uses: actions/upload-artifact@v4
|
| with:
|
| name: tiny_model_creation_reports
|
| path: tiny_models/reports
|
|
|