Open research project

Task-specific fine-tuning for grounded RAG

Training and evaluating open-weight models for a defined bundle of RAG behaviors instead of optimizing only generic instruction following.

Target behavior

  • Use only supported context
  • Reject insufficient evidence
  • Return structured analysis
  • Produce valid machine-readable output
  • Attach precise citations