fine-tuning (SFT)

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

• Fine-tuningconcept0.849
  Parameter updates that reduce mismatch dr; another anchoring variant in UCCT.
• Fine Tuning and Adaptationconcept0.811
  The patient, hand-guided adjustment of shape and dimension to each unique condition in a building; requires materials that make it economical and easy.
• Synthetic Document Fine-Tuningmethod0.799
  Fine-tuning Claude 3 Opus on ~70M tokens of synthetic internet-like documents containing key situational information
• Fine-Tuning Threshold Recalibrationmethod0.787
  Re-running probabilistic bisection on each fine-tuned checkpoint to normalize first-attempt difficulty
• Synthetic Self-Correction Fine-Tuningmethod0.775
  Fine-tuning on Claude-generated self-correction examples with loss masking to induce ESR-like behavior
• Fine-Tuning via Reinforcement Learningmethod0.766
  Technique used to impose guardrails on base LLMs, analogized to censorship on the simulator's range of simulacra
• Self-Other Overlap (SOO) Fine-Tuningframework0.751
  The central framework proposed in this paper: aligning AI internal representations of self and others to reduce deceptive behavior
• Fine-tuning reduces mismatch dr, retrieval increases effective cohesion ρd, and few-shot adjusts the budget kclaim0.743
  Unified interpretation of different adaptation methods via UCCT terms