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TorchSharp text trainers (TextClassification, SentenceSimilarity, NER, QA) drop every input character above U+00FF — non-Latin text reaches the model as nothing #7
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| # Predict labels for newly opened issues, with manual dispatch for testing. | |
| name: "Labeler: Predict (Issues)" | |
| on: | |
| issues: | |
| types: [opened] | |
| workflow_dispatch: | |
| inputs: | |
| issues: | |
| description: "Issue numbers (comma-separated list of ranges)." | |
| required: true | |
| dry_run: | |
| description: "Output predictions without applying labels." | |
| required: false | |
| type: boolean | |
| default: true | |
| cache_key: | |
| description: "Model cache suffix to restore. Use a staged suffix to evaluate before promotion." | |
| required: true | |
| default: "ACTIVE" | |
| permissions: {} | |
| env: | |
| LABEL_PREFIX: "area-" | |
| THRESHOLD: ${{ vars.ISSUE_LABELER_PREDICTION_THRESHOLD_ISSUES || vars.ISSUE_LABELER_PREDICTION_THRESHOLD || '0.15' }} | |
| DEFAULT_LABEL: "needs-area-label" | |
| MAX_LABELS: ${{ vars.ISSUE_LABELER_MAX_LABELS_ISSUES || vars.ISSUE_LABELER_MAX_LABELS || '1' }} | |
| jobs: | |
| predict-issue-label: | |
| if: ${{ github.event_name == 'workflow_dispatch' || !github.event.repository.fork }} | |
| runs-on: ubuntu-latest | |
| permissions: | |
| issues: write | |
| steps: | |
| - name: "Restore issues model from cache" | |
| id: restore-model | |
| uses: dotnet/issue-labeler/restore@160b6b1e1e8d36da09beb34ef1e4806d2c0520a3 # v2.2.0 | |
| with: | |
| type: "issues" | |
| fail-on-cache-miss: true | |
| cache_key: ${{ github.event.inputs.cache_key || 'ACTIVE' }} | |
| - name: "Predict issue labels" | |
| if: ${{ steps.restore-model.outputs.cache-hit == 'true' }} | |
| uses: dotnet/issue-labeler/predict@160b6b1e1e8d36da09beb34ef1e4806d2c0520a3 # v2.2.0 | |
| with: | |
| issues: ${{ github.event.inputs.issues || github.event.issue.number }} | |
| label_prefix: ${{ env.LABEL_PREFIX }} | |
| threshold: ${{ env.THRESHOLD }} | |
| default_label: ${{ env.DEFAULT_LABEL }} | |
| dry_run: ${{ github.event_name == 'workflow_dispatch' && github.event.inputs.dry_run || 'false' }} | |
| max_labels: ${{ env.MAX_LABELS }} | |
| env: | |
| GITHUB_TOKEN: ${{ github.token }} |