What is Learning Rate? Definition | AI Understanding

Nkọwa

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

Okwu ndị metụtara

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

Uru nhazi nke edobere tupu ọzụzụ, dị ka ọnụego mmụta, nha batch, ma ọ bụ omimi.

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

Parameter-Ntụgharị dị mma nke ọma (PEFT)

Ụzọ na-emegharị ụdị site n'ịzụ obere akụkụ nke paramita agbakwunyere.

Ọchụchọ Beam

Algọridim ngbanwe nke na-edobe usoro dị iche iche nke ndị ndoro-ndoro anya n'ọkwa ọ bụla iji chọta nsonaazụ nwere ike dị elu.

Ọrụ ọnwụ

Ebumnuche mgbakọ na mwepụ na-agụta njehie amụma n'oge ọzụzụ.

Mụtakwuo na ntuziaka efu anyị

Deep Learning Reinforcement Learning Machine Learning Basics Supervised Learning

Hụkwa

Large Language Model (LLM)LoRA (Low-Rank Adaptation)Latency Label Smoothing Machine Learning (ML)Knowledge Graph Memory (Agent Memory)Knowledge Distillation

Chọgharịa akwụkwọ nkọwa AI zuru ezu Nyochaa ntuziaka AI niile efu