What is Flash Attention? Definition | AI Understanding

Tsanangudzo

Iyo yakagadziridzwa yekutarisisa algorithm iyo inoderedza ndangariro kushandiswa uye inomhanyisa kudzidzisa kwekushandura uye kufungidzira.

Mashoko anoenderana

Iyo inogadziriswa sisitimu yekuchengetedza uye kushumira yakasimbiswa ML maficha nguva dzose yekudzidziswa uye inference.

Backpropagation

Iyo yakakosha kudzidziswa algorithm inogadziridza maremu emhando nekuparadzira zvikanganiso zvekufungidzira kumashure kuburikidza netiweki.

Model Quantization

Kuderedza kurongeka kwenhamba yezviyereso zvemuenzaniso kuderedza ndangariro uye mutengo wekufungidzira.

A neural architecture inoshandisa kutarisisa kuenzanisi hukama kune dzakatevedzana dzakafanana.

Kurasikirwa Kwekudzidzira

Iyo modhi yekukanganisa kukosha yakaverengerwa panguva yekudzidziswa uye yakagadziridzwa pasi nekufamba kwenguva.

Multi-Musoro Attention

Transformer mashandiro ayo anomhanyisa akati wandei maitiro anoenderana kubata akasiyana marudzi ehukama.

Dzidza zvakawanda mumadhairekitori edu emahara

Attention Rollout and Head Pruning Sequence Parallelism and Ring Attention Multi-Head Latent Attention RWKV Linear Attention

Onawo

QLoRA DPO (Direct Preference Optimization)Positional Encoding Tree of Thoughts RoPE (Rotary Positional Embeddings)ReAct ALiBi Agentic Loop

Bhurawuza yakazara AI Glossary Ongorora ese emahara AI madhairekitori