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Weekly Sync - 9 July 2026

Summary / Community Update​

  • Shared progress with the community on integrating the Nirjas ML classifier (model2vec "potion base 32m") into the extraction pipeline.
  • Pointed contributors to Safaa's codebase for implementation references and examples.
  • Announced the opened PR: https://github.com/fossology/Nirjas/pull/78 (based on PRs 76 → 77 → 78) and requested reviewers and feedback.

Details​

  • Reinforced the rationale from prior benchmarking: model2vec provides a strong balance of accuracy and CPU throughput for production deployment.
  • Highlighted deployment considerations: model size (~30 MB), CPU inference configuration, quantisation and batching strategies, and fallback behaviour.

Next Steps​

  • Triage PR feedback and update the integration checklist.
  • Add integration tests and documentation for deployment artifacts.