concept
active
concept:cross-architecture-generalization

Cross-Architecture Generalization

Whether learned cones transfer effectively across model families (Qwen vs Gemma) and sizes

Related by similarity (8)

cosine ≥ 0.65 · no typed edge

Entities in the same semantic neighborhood but without a typed relation to this one — candidates for new edges or unrecognized duplicates.

  • Measuring AUROC of a probe trained on one task when evaluated on another task to assess universality.
  • Generalizationconcept0.769
    Ability to apply learned solutions to novel circumstances.
  • Generalisationconcept0.759
    Ability to respond appropriately to novel situations based on past regularities; fundamental to learning and intelligence.
  • Generalization from 2-digit to 3-4 digit arithmetic; limited by mismatch dr.
  • cross-referenceconcept0.748
    Explicit textual or graphical links between parts of a work, dynamic and virtual.
  • Abstracting from specific memories (e.g., specific leaves) to general lessons (food).
  • Validation of judge model robustness by regrading 1000 responses with 4 additional judge models
  • The ability to generalize across tasks; lacking in latent methods.