What is Multi-Head Attention? Definition | AI Understanding

Incazelo

Umshini we-transformer osebenzisa ukunakwa okuningana ngokuhambisana ukuze uthwebule izinhlobo ezahlukene zobudlelwano.

Imigomo ehlobene

I-neural architecture esebenzisa ukunaka ebudlelwaneni bemodeli kuwo wonke amalandelano ngokuhambisana.

Ukubuyiswa Kwemibuzo Eminingi

Isu lokubuyisa eliphinda libhale umbuzo womsebenzisi libe izinhlobo eziningana ukuze kuthuthukiswe ukukhumbula.

I-Attention Mechanism

Ingxenye yemodeli egxila kakhulu ezingxenyeni ezifanele zokufakwayo lapho ikhiqiza okukhiphayo.

I-Flash Attention

I-algorithm yokunaka ethuthukisiwe eyehlisa ukusetshenziswa kwenkumbulo futhi isheshise ukuqeqeshwa kwe-transformer kanye nencazelo.

Imodeli ye-Multimodal

Imodeli engacubungula noma ikhiqize izinhlobo eziningi zedatha njengombhalo, isithombe, nomsindo.

Isakhiwo segrafu samabhizinisi nobudlelwano obusetshenziselwa ukucabanga noma ukubuyisa.

Funda kabanzi kumhlahlandlela wethu wamahhala

Multilingual LLMs Multimodal Search Hard Parameter Sharing in Multi-Task Networks Attention Rollout and Head Pruning

Bhekafuthi

Positional Encoding QLoRA RoPE (Rotary Positional Embeddings)DPO (Direct Preference Optimization)ALiBi Tree of Thoughts Sliding Window Attention ReAct

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