What is Model Quantization? Definition | AI Understanding

Maanaam

Wàññi njubteg lim ci diisaayu model ngir wàññi njëgu mémoire ak inference.

Term yu ci méngoo

Kantifikaasioŋ

Soppi diisaayu model ci formaa yu gëna ndaw yu melni 8-bit wala 4-bit.

Pexem ajustement bu boole 4-bit ak adaptëru LoRA ngir wàññi bëg-bëgu mémoire.

Algorithme biy wàññi jëfandikoo mémoire bi ba noppi gaawal tàggat transformateur bi ak inference bi.

Memoire (Memoire agent)

Kontekst buñ denc bi ab ndawu IA di jëfandikoo ci jéego yi wala sesioŋ yi ngir gëna mëna wéy.

Sistem losisel bu mëna seetlu, xalaat, ak jël ay matuwaay ngir mëna yegg ci mébet, di faral di jëfandikoo jumtukaay ak mémoire.

Barab bu lalu ci wàññi jeffin ju bonn ji, gacce yi ak risku jëfandikoo bu baaxul ci sistem IA yi.

Nekk leen ci sunuy tegtal yu amul fayda

AI Models Explained Model Collapse Model Lifecycle Model Context Protocol

Xoolal itam

Model Drift Multimodal Model Model Card Named Entity Recognition (NER)Mixture of Experts (MoE)Natural Language Processing (NLP)Neural Network Machine Learning (ML)

Xoolal Glossaire IA bi yépp Saytu bépp tegtal IA bu amul fayda