Iyini Ingxube Yezazi (MoE)? Incazelo | AI Understanding

Incazelo

Isakhiwo esinamanethiwekhi angaphansi akhethekile lapho ochwepheshe abakhethiwe kuphela besebenza ngokokufaka ngakunye.

Imigomo ehlobene

Umsebenzi lapho imodeli yabela okokufaka esigabeni esichazwe ngaphambilini esisodwa noma eziningi.

Ukunaka Kwewindi Elishelelayo

Iphethini yokunaka lapho ithokheni ngayinye ibheka kuphela iwindi losayizi ongashintshi wamathokheni aseduze ukuze kuncishiswe ukubala.

I-Attention Mechanism

Ingxenye yemodeli egxila kakhulu ezingxenyeni ezifanele zokufakwayo lapho ikhiqiza okukhiphayo.

Iketango-lokucabanga

Isitayela sokucabanga lapho imodeli ye-AI idiliza inkinga ibe yizinyathelo eziphakathi nendawo.

Isakhiwo semodeli ye-multimodal efunda izethulo ezabiwe phakathi kombhalo nezithombe.

Izinsiza zokucubungula ezidingekayo ukuze uqeqeshe futhi usebenzise amamodeli, ngokuvamile akalwa ngamahora e-FLOPS noma e-GPU.

Funda kabanzi kumhlahlandlela wethu wamahhala

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

Bhekafuthi

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

Phequlula Uhla lwamagama olugcwele lwe-AI Hlola yonke imihlahlandlela ye-AI yamahhala