What is Mixture of Experts (MoE)? Definition | AI Understanding

Ma'anarsa

Ginin gine-gine tare da ƙananan hanyoyin sadarwa na musamman inda ƙwararrun zaɓaɓɓu kawai ke gudana kowace shigarwa.

Sharuɗɗa masu alaƙa

Aiki inda samfurin ke sanya shigarwa zuwa ɗaya ko fiye da ƙayyadaddun ƙayyadaddun bayanai.

Hankalin Tagar Zamiya

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

Hankali Mechanism

Bangaren ƙira wanda ke mai da hankali kan ɓangarorin da suka dace na shigarwa yayin samar da fitarwa.

Salon tunani inda ƙirar AI ke lalata matsala zuwa matakan tsaka-tsaki.

Gine-ginen ƙirar ƙira na multimodal wanda ke koyon wakilcin raba tsakanin rubutu da hotuna.

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

Ƙara koyo a cikin jagororinmu na kyauta

Expert Parallelism for MoE Serving Mixture-of-Agents Aggregation Mixture of Depths Mixture of LoRA Experts

Duba kuma

Memory (Agent Memory)Model Card Machine Learning (ML)Model Drift Loss Function Model Quantization LoRA (Low-Rank Adaptation)Multimodal Model

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