Amagambo ya AI

Niki Parameter-Ikora neza-Guhuza (PEFT)?

Ibisobanuro

Uburyo buhuza moderi mugutoza agace gato kongeweho ibipimo.

Amagambo afitanye isano

Kuringaniza neza
Gukomeza amahugurwa kumurongo wihariye kugirango uhuze icyitegererezo cyabanje gutozwa kumurimo runaka.
LoRA (Kurwanya Urwego Ruto)
Ikintu gikora neza-kuringaniza uburyo bwongerera urwego rwo hasi adapter matrices.
Nyuma y'amahugurwa
Intambwe zamahugurwa zikoreshwa nyuma yo kwitoza, nko guhuza amabwiriza, guhitamo neza, no guhuza umutekano.
Guhuza amabwiriza
Kuringaniza neza icyitegererezo kumabwiriza-gusubiza byombi kunoza imirimo ikurikira.
Igipimo cyo Kwiga
Amahugurwa hyperparameter agenzura uko ibipimo bihindura buri ntambwe yo kuvugurura.
DPO (Optimisation Yibanze)
Uburyo bwo guhugura butunganya neza moderi kuri babiri batabanje gukenera icyitegererezo cyihariye.

Wige byinshi mubuyobozi bwacu

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

See also

ParameterPerplexityOverfittingPipelineOpen-Source ModelPrecisionOCR (Optical Character Recognition)Pretraining
Reba Amagambo yuzuye ya AIShakisha ibyerekezo byose bya AI