Baatu Glossaire IA

Lan mooy Parametre-Reglage bu baax (PEFT)?

Maanaam

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

Xoolal Glossaire IA bi yéppSaytu bépp tegtal IA bu amul fayda

Term yu ci méngoo

Akordement bu baaxWéyal 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.Ginaaw tàggat yaramJéego yi ñuy jëfandikoo ngir tàggat yaram ginaaw bi ñu njëkkee tàggat, lu ci melni ajustement instruction, gëna xéewale tànneef yi, ak ajustement kaaraange.Tegtal yi tuningFine-tuning ab model ci ñaari tegtal-tontu ngir gëna mëna topp liggéey bi.Taux de apprentissageHyperparametre tàggat yaram buy saytu ñaata parametre di soppi jéego bu nekk ci yeesal.DPO (Optimisation préférence directe)Xeetu tàggat yaram buy gëna suqali xeetu model yi ci ñaari tànneef te soxlawul xeetu neexal bu wuute.

Nekk leen ci sunuy tegtal yu amul fayda

Fine-TuningHard Parameter Sharing in Multi-Task NetworksGumbel-Softmax and ReparameterizationRejection Sampling Fine-Tuning

Xoolal itam

ParameterPerplexityOverfittingPipelineOpen-Source ModelPrecisionOCR (Optical Character Recognition)Pretraining