Gịnị bụ Gradient? Nkọwa | AI Understanding

Nkọwa

Vector na-egosi ego ole paramita ọ bụla kwesịrị ịgbanwe iji belata mfu.

Okwu ndị metụtara

Ọnụ ọgụgụ mmụta

Hyperparameter ọzụzụ na-achịkwa ole paramita na-agbanwe nzọụkwụ mmelite ọ bụla.

Mmekọrịta siri ike na-egosi ka arụmọrụ na-esi eme nke ọma site na nha nlereanya, data, ma ọ bụ gbakọọ.

Nleba anya windo slide

Usoro nlebara anya ebe akara ngosi nke ọ bụla na-aga naanị na windo nwere oke nke akara dị nso iji belata mkpokọta.

GAN (Generative Adversarial Network)

A generative setup ebe generator na ịkpa ókè na-azụ megide ibe.

Kedu ka ihe nlereanya si arụ ọrụ na data ọhụrụ, nke a na-adịghị ahụ anya na mpụga ọzụzụ ọzụzụ.

Ọdịda gradient

Usoro njikarịcha nke na-emelite paramita n'ụzọ na-ebelata njehie.

Mụtakwuo na ntuziaka efu anyị

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

Hụkwa

Generative AI Ground Truth Guardrails Function Calling Hallucination Foundation Model Human-in-the-Loop Fine-Tuning

Chọgharịa akwụkwọ nkọwa AI zuru ezu Nyochaa ntuziaka AI niile efu