What is Pruning? Definition | AI Understanding

Qeexid

Ka saarida miisaanka moodeelka ama neurons-yada muhiimka ah si loo yareeyo cabbirka iyo xisaabinta.

Shuruudaha la xiriira

Feejignaanta daaqada simbiriirixaya

Qaab fiiro gaar ah oo calaamad kastaa ay dhigto kaliya daaqad cabbir go'an oo calaamado dhow ah si loo yareeyo xisaabinta.

Sharciga Is-biirsiga

Xidhiidh la taaban karo oo muujinaya sida hawlqabadku ugu horumarayo cabbirka, xogta, ama xisaabinta.

Model Distilled

Qaab yar oo loo tababaray in uu ku dayo habdhaqanka model weyn isaga oo isticmaalaya xisaabin yar marka la eego.

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

Ilaha habaynta ee looga baahan yahay in lagu tababaro laguna socodsiiyo moodooyinka, inta badan lagu cabiro saacadaha FLOPS ama GPU.

Vactor-ka muujinaya inta uu le'eg yahay halbeeg kasta waa inuu beddelaa si loo yareeyo khasaaraha.

Wax badan ka baro hagayaashayada bilaashka ah

Attention Rollout and Head Pruning Structured Pruning and Layer Dropping Model Pruning

Eeg sidoo kale

Prompt Injection Quantization Prompt Engineering RAG (Retrieval-Augmented Generation)Prompt Recall Pretraining Recommendation System

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