What is Gradient Descent? Definition | AI Understanding

Tsanangudzo

Iyo optimization nzira inogadziridza parameter munzira inoderedza kukanganisa.

Mashoko anoenderana

DPO (Direct Preference Optimization)

Nzira yekudzidzisa iyo inonatsa-tuni modhi yakananga pamapeya ekuda pasina kuda mubairo wakasiyana.

Vector inoratidza kuti yakawanda sei parameter imwe neimwe inofanira kuchinja kuderedza kurasikirwa.

Backpropagation

Iyo yakakosha kudzidziswa algorithm inogadziridza maremu emhando nekuparadzira zvikanganiso zvekufungidzira kumashure kuburikidza netiweki.

Chimiro chinowirirana chekukanganisa kana kusaruramisira mune data kana maitiro emuenzaniso.

Label Smoothing

Iyo yenguva dzose nzira inopfavisa mavara akaomarara kuvandudza generalization.

Iyo hyperparameter yekudzidzira inodzora kuti yakawanda sei paramita inoshandura nhanho yega yega yekuvandudza.

Dzidza zvakawanda mumadhairekitori edu emahara

Gradient Accumulation Stochastic Gradient Descent with Momentum Nesterov Accelerated Gradient Vanishing and Exploding Gradients

Onawo

Ground Truth Generative AI Guardrails Generalization Hallucination GAN (Generative Adversarial Network)Human-in-the-Loop Function Calling

Bhurawuza yakazara AI Glossary Ongorora ese emahara AI madhairekitori