What is Instruction Tuning? Definition | AI Understanding

Maanaam

Fine-tuning ab model ci ñaari tegtal-tontu ngir gëna mëna topp liggéey bi.

Term yu ci méngoo

Akordement bu baax

Wéyal tàggat ci done yuñ jagleel benn domen ngir méngale xeetu tàggat buñ njëkka tàggat ak benn liggéey buñ jagleel.

LoRA (Adaptaasioŋ bu am rang bu woyof)

Pexem ajustement bu baax te baax ci parametre yi, di yokk matrisi adaptatër yu rang bu woyof.

Parametre-Reglage bu baax (PEFT)

Pexe yuy méngale model yi ci tàggat ab subset bu ndaw ci ay paramet yuñ yokk.

Laajtu sistem bi

Jàngale bu am solo buy tëral doxalin, sàrt ak ni ñuy tontu ci xeetu nit ñi.

Jëfandikoo xam-xam bi nga jàngee ci benn liggéey wala domen ngir gëna suqali beneen liggéey.

Test-Time xayma

Yokkateg xayma yuñ jëfandikoo ci defar tontu ngir gëna baaxal kalite bi wala xalaat bi.

Nekk leen ci sunuy tegtal yu amul fayda

Fine-Tuning Rejection Sampling Fine-Tuning QLoRA and 4-Bit Fine-Tuning Custom Diffusion Multi-Concept Tuning

Xoolal itam

Inference-Time Compute Intent Classification Inference Jailbreak In-Context Learning Knowledge Cutoff Hyperparameter Knowledge Distillation

Xoolal Glossaire IA bi yépp Saytu bépp tegtal IA bu amul fayda