MODEL ADAPTATION • 224 / 397
Know when to prompt, retrieve, fine-tune or compress a model.
Preference Tuning
Preference tuning adjusts model behavior using comparisons or preference signals about better and worse outputs.
Think of it like
Think of Preference Tuning as changing how a trained worker behaves or how efficiently that worker can be deployed, rather than giving it a live reference book.
Real life
Organizations adapt general models using techniques such as Preference Tuning.
SRE lens
Organizations may prefer concise, evidence-first operational answers.
Remember thisPreference tuning adjusts model behavior using comparisons or preference signals about better and worse outputs.