AI Glossary Nguva

Chii chinonzi Gradient Descent (Kudzika Kwemutsara)?

Tsanangudzo

Iyo optimization nzira inogadziridza parameter munzira inoderedza kukanganisa.

Bhurawuza yakazara AI GlossaryOngorora ese emahara AI madhairekitori

Mashoko anoenderana

DPO (Optimization yePreference Yakananga)Nzira yekudzidzisa iyo inonatsa-tuni modhi yakananga pamapeya ekuda pasina kuda mubairo wakasiyana.Gradient (Mutsara)Vector inoratidza kuti yakawanda sei parameter imwe neimwe inofanira kuchinja kuderedza kurasikirwa.Kudzokera kumashureIyo yakakosha kudzidziswa algorithm inogadziridza maremu emhando nekuparadzira zvikanganiso zvekufungidzira kumashure kuburikidza netiweki.RusaruraChimiro chinowirirana chekukanganisa kana kusaruramisira mune data kana maitiro emuenzaniso.Kunyorovesa MavaraIyo yenguva dzose nzira inopfavisa mavara akaomarara kuvandudza generalization.Kudzidza RateIyo hyperparameter yekudzidzira inodzora kuti yakawanda sei paramita inoshandura nhanho yega yega yekuvandudza.

Dzidza zvakawanda mumadhairekitori edu emahara

Gradient AccumulationStochastic Gradient Descent with MomentumNesterov Accelerated GradientVanishing and Exploding Gradients

Onawo

Ground TruthGenerative AIGuardrailsGeneralizationHallucinationGAN (Generative Adversarial Network)Human-in-the-LoopFunction Calling