What is Quantization? Definition | AI Understanding

Qeexid

Miisaanka moodeelka oo loo beddelo qaababka saxda ah ee hoose sida 8-bit ama 4-bit.

Shuruudaha la xiriira

Yaraynta saxnaanta tirada ee miisaanka moodeelka si loo dhimo xusuusta iyo qiimaha la fiirsashada.

Farsamo hagaajin ah oo isku dareysa qiyaasidda miisaanka 4-bit iyo adaabiyeyaasha LoRA si loo yareeyo baahiyaha xusuusta.

Algorithm-ka tababbarka xudunta u ah ee cusboonaysiiya miisaannada moodeelka iyadoo ku faafinaysa khaladaadka saadaasha gadaal ee shabakadda.

Isku xirka Neural Network (CNN)

Nashqada neural-ka ee loo habeeyay habaynta xogta xadhkaha u eeg sida sawirada.

Soosaarida Muuqaalka

U beddelashada xogta cayriin sifada wargelineed ee moodelku isticmaali karo.

Nidaamyada AI ee soo saara waxyaabo cusub sida qoraal, sawirro, maqal, muuqaal, ama kood.

Wax badan ka baro hagayaashayada bilaashka ah

Residual Vector Quantization SmoothQuant and Activation Quantization GPTQ and AWQ Post-Training Quantization Quantization

Eeg sidoo kale

Pruning RAG (Retrieval-Augmented Generation)Prompt Injection Recall Prompt Engineering Recommendation System Prompt Red Teaming

Ka baadh Qaamuuska AI oo buuxa Baadh dhammaan hagayaasha AI ee bilaashka ah