Push #35
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| name: Push | |
| on: | |
| workflow_dispatch: | |
| branches: [main] | |
| inputs: | |
| test_only: | |
| description: 'Test only, without pushing to prod' | |
| type: boolean | |
| default: true | |
| compare_outputs: | |
| description: 'Compare hotswap prediction outputs between existing version and new version' | |
| type: boolean | |
| default: true | |
| compare_trainer_outputs: | |
| description: 'Compare training outputs between existing version and new version' | |
| type: boolean | |
| default: true | |
| jobs: | |
| cog-safe-push: | |
| runs-on: ubuntu-latest-4-cores | |
| steps: | |
| - uses: actions/checkout@v3 | |
| with: | |
| submodules: "recursive" | |
| - name: Set up Python | |
| uses: actions/setup-python@v4 | |
| with: | |
| python-version: '3.12' | |
| - name: Install Cog | |
| run: | | |
| #sudo curl -o /usr/local/bin/cog -L "https://github.com/replicate/cog/releases/latest/download/cog_$(uname -s)_$(uname -m)" | |
| # this is the latest main which has new base images for torch 2.4.0 | |
| sudo curl -o /usr/local/bin/cog -L "https://storage.googleapis.com/andreas-scratch-public/cog-26208388-linux-x86_64" | |
| sudo chmod +x /usr/local/bin/cog | |
| - name: cog login | |
| run: | | |
| echo ${{ secrets.COG_TOKEN }} | cog login --token-stdin | |
| - name: Install cog-safe-push | |
| run: | | |
| pip install git+https://github.com/replicate/cog-safe-push.git | |
| - name: Run cog-safe-push to test the trainer | |
| if: ${{ github.event.inputs.compare_trainer_outputs == 'true' }} | |
| env: | |
| ANTHROPIC_API_KEY: ${{ secrets.ANTHROPIC_API_KEY }} | |
| REPLICATE_API_TOKEN: ${{ secrets.REPLICATE_API_TOKEN }} | |
| run: | | |
| cog-safe-push -vv \ | |
| --test-model=replicate-internal/test-flux-fine-tuner \ | |
| --test-only \ | |
| --train \ | |
| --train-destination=replicate-internal/test-flux-fine-tuner-dest \ | |
| --predict-timeout=480 \ | |
| -i input_images=https://github.com/andreasjansson/sprites-dataset/raw/main/sprites.zip \ | |
| -i steps=100 \ | |
| ostris/flux-dev-lora-trainer | |
| - name: Run cog-safe-push to test the predictor and optionally push to production | |
| env: | |
| ANTHROPIC_API_KEY: ${{ secrets.ANTHROPIC_API_KEY }} | |
| REPLICATE_API_TOKEN: ${{ secrets.REPLICATE_API_TOKEN }} | |
| run: | | |
| cog-safe-push -vv \ | |
| --test-model=replicate-internal/test-flux-fine-tuner \ | |
| ${{ github.event.inputs.test_only == 'true' && '--test-only' || '' }} \ | |
| ${{ github.event.inputs.compare_outputs == 'false' && '--no-compare-outputs' || '' }} \ | |
| -i replicate_weights="https://replicate.delivery/yhqm/iWjMZHd2T35kI5jaUkaG3Jb43MeA67PpYjKZQeifvTEf9yTNB/trained_model.tar" \ | |
| -i extra_lora="(omit)^50%" \ | |
| -i extra_lora="fofr/flux-pixar-cars" \ | |
| -i extra_lora="huggingface.co/fofr/flux-wrong" \ | |
| -i extra_lora="https://civitai.com/api/download/models/731747?type=Model&format=SafeTensor" \ | |
| --predict-timeout=600 \ | |
| ostris/flux-dev-lora-trainer |