method
active
method:fine-tuning-sft

fine-tuning (SFT)

Supervised fine-tuning to adapt model parameters.

Neighborhood — ranked by edge-count

Methods (1)

method

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.

  • Fine-tuningconcept0.849
    Parameter updates that reduce mismatch dr; another anchoring variant in UCCT.
  • The patient, hand-guided adjustment of shape and dimension to each unique condition in a building; requires materials that make it economical and easy.
  • First post-training stage; shown to suppress only Impolite persona while boosting others
  • OpenAI's internal RL fine-tuning API used to train models with graders rewarding correct or incorrect responses
  • Fine-Tuning Safetyconcept0.800
    The literature documenting how fine-tuning can compromise safety alignment even without malicious intent
  • Fine-tuning Claude 3 Opus on ~70M tokens of synthetic internet-like documents containing key situational information
  • Competing method from Casademunt et al. that zero-ablates concept directions during finetuning; compared against preventative steering
  • Training procedure that consistently increases HH-intent strength and consistency across model families.