Base model

Source from trusted provider. Verify signature. Sandbox on load (SafeTensors). Cache locally.

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Fine-tuning data

Curated + provenance-tracked. No unverified user data. Audit before use.

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Framework

Pin versions. Vuln scan (Snyk, Trivy). Distroless containers. Regular update.

Serving

Isolated infra. mTLS. Rate limits. WAF. Observability.