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Running Locally

grafomem conformance -b MODULE:CLASS -e stub --seeds 5 -o report.json
  • -b MODULE:CLASS — your backend, e.g. aml.backends.gmp_reference:GMPReferenceBackend
  • -e stub — embedder (stub is deterministic and embedder-independent; use bge for real embeddings)
  • --seeds 5 — number of seeds; more seeds tighten the CI
  • -o report.json — write the ComplianceReport

See Interpreting results.