What is Flash Attention? Definition | AI Understanding

Nkọwa

Algọridim nlebara anya kachasị nke na-ebelata ojiji ebe nchekwa ma na-eme ka ọzụzụ mgbanwe na ntinye dị ngwa.

Okwu ndị metụtara

Ụlọ ahịa atụmatụ

Sistemụ jikwaa maka ịchekwa na ịnye njirimara ML akwadoro mgbe niile maka ọzụzụ na ntinye aka.

Algọridim ọzụzụ bụ isi nke na-emelite nha ihe atụ site na ịgbasa mperi amụma azụ site na netwọkụ.

Nlereanya Quantization

Ibelata nzizi ọnụọgụgụ nke nha ihe atụ iji belata ebe nchekwa na ọnụ ahịa ntinye.

Nrụpụta akwara ozi nke na-eji nlebara anya na-egosipụta mmekọrịta n'ofe usoro n'usoro.

Ọzụzụ Mfu

A na-agbakọ uru njehie ụdị n'oge ọzụzụ yana kachasị mma ala ka oge na-aga.

Multi-isi Ntị

Usoro ntụgharị nke na-arụ ọrụ nlebara anya dị iche iche n'otu oge iji weghara ụdị mmekọrịta dị iche iche.

Mụtakwuo na ntuziaka efu anyị

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

Hụkwa

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

Chọgharịa akwụkwọ nkọwa AI zuru ezu Nyochaa ntuziaka AI niile efu