What is Pruning? Definition | AI Understanding

Ma'anarsa

Cire ƙananan ma'aunin ƙira mai mahimmanci ko ƙananan ƙwayoyin cuta don rage girma da ƙididdigewa.

Sharuɗɗa masu alaƙa

Hankalin Tagar Zamiya

Tsarin kulawa inda kowace alamar ke halarta kawai zuwa ƙayyadadden taga alamun alamun kusa don rage ƙididdigewa.

Dangantaka mai mahimmanci yana nuna yadda aikin ke inganta tare da girman samfurin, bayanai, ko ƙididdigewa.

Model Distilled

Karamin ƙirar ƙira da aka horar don yin koyi da ɗabi'ar mafi girma yayin amfani da ƙarancin ƙididdigewa bisa ga ra'ayi.

Babban algorithm horo wanda ke sabunta ma'aunin ƙira ta hanyar yada kurakuran tsinkaya baya ta hanyar hanyar sadarwa.

Abubuwan sarrafawa da ake buƙata don horarwa da gudanar da ƙira, galibi ana auna su cikin sa'o'in FLOPS ko GPU.

Vector yana nuna nawa kowane siga ya kamata ya canza don rage asara.

Ƙara koyo a cikin jagororinmu na kyauta

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

Duba kuma

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

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