AI Glossary Nguva

Chii chinonzi Parameter-Inoshanda Fine-Tuning (PEFT)?

Tsanangudzo

Nzira dzinogadzirisa mamodheru nekudzidzisa diki diki rekuwedzera paramita.

Bhurawuza yakazara AI GlossaryOngorora ese emahara AI madhairekitori

Mashoko anoenderana

Kugadziriswa kwakanakaKuenderera mberi nekudzidziswa padomeine-chaiyo data kugadzirisa iyo isati yadzidziswa modhi kune rimwe basa.LoRA (Kushandurwa kweLow-Rank)A parameter-inoshanda zvakanaka-tuning nzira inowedzera yakaderera-rank adapter matrices.Mushure mekudzidziswaMatanho ekudzidzisa anoshandiswa mushure mekutanga kudzidziswa, senge kuraira tuning, optimization yekuda, uye kuchengetedza tuning.Kugadzirisa MirayiridzoKunyatsogadzirisa modhi pamirairo-mhinduro mbiri kuti uvandudze basa rinotevera.Kudzidza RateIyo hyperparameter yekudzidzira inodzora kuti yakawanda sei paramita inoshandura nhanho yega yega yekuvandudza.DPO (Optimization yePreference Yakananga)Nzira yekudzidzisa iyo inonatsa-tuni modhi yakananga pamapeya ekuda pasina kuda mubairo wakasiyana.

Dzidza zvakawanda mumadhairekitori edu emahara

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

Onawo

ParameterPerplexityOverfittingPipelineOpen-Source ModelPrecisionOCR (Optical Character Recognition)Pretraining