What is Loss Function? Definition | AI Understanding

Nkọwa

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

Okwu ndị metụtara

Ọzụzụ Mfu

A na-agbakọ uru njehie ụdị n'oge ọzụzụ yana kachasị mma ala ka oge na-aga.

Cross-Entropy ọnwụ

Otu ebumnobi na-arụkọ ọrụ nke a na-eji zụọ ụdị nhazi ọkwa site n'ịta ihe omume na-ezighi ezi.

Algọridim ọzụzụ bụ isi nke na-emelite nha ihe atụ site na ịgbasa mperi amụma azụ site na netwọkụ.

Ọnụ ọgụgụ mmụta

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

LLM-dị ka-ikpe

Iji ụdị asụsụ iji akara ma ọ bụ tulee nsonaazụ sitere na ụdị ndị ọzọ n'oge nyocha.

Ajọrọ njọ

Usoro njehie na-agbanwe agbanwe ma ọ bụ ezighi ezi na data ma ọ bụ omume nlereanya.

Mụtakwuo na ntuziaka efu anyị

Focal Loss for Imbalanced Detection Triplet Loss and Metric Learning Signed Distance Functions Siamese Networks and Triplet Loss

Hụkwa

LoRA (Low-Rank Adaptation)Machine Learning (ML)Memory (Agent Memory)Large Language Model (LLM)Mixture of Experts (MoE)Latency Model Card Label Smoothing

Chọgharịa akwụkwọ nkọwa AI zuru ezu Nyochaa ntuziaka AI niile efu