Fetching metadata from the HF Docker repository... 2 days ago
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v3.1.0: Part B architecture migration — eliminate Hugging Face inference credit dependency
Z User
- Change 1+2: new app/ml/local_scorer.py — in-process transformers
zero-shot pipeline (DistilBERT-class default
typeform/distilbert-base-uncased-mnli), device=-1, lazy load, fail-open
- Change 3: app/ml/hf_scorer.py -> app/ml/risk_scorer.py; the remote
router.huggingface.co HTTP path is REMOVED; AIRiskScorer now scores via
LocalRiskScorer with circuit breaker (model-load failure opens it
permanently) + PII-free feature-string TTL score cache (spec §2.2)
- Change 4: Dockerfile bakes model weights at build (HF_HOME=/app/models);
a running container makes zero network calls for scoring
- Change 5: HF_INFERENCE_TOKEN / ML_HF_TOKEN removed from config, .env,
.env.example, runtime.py and health status — no HF token exists in the
deployment surface
- runtime.py: EmailRiskModel drops token param (public Hub download only)
- tests: test_hf_scorer.py -> test_risk_scorer.py with local-only
architecture pins (no httpx, no remote endpoints, no token attr);
332 tests pass
- Part …
8 days ago
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