What is Sliding Window Attention? Definition | AI Understanding

Nkọwa

Usoro nlebara anya ebe akara ngosi nke ọ bụla na-aga naanị na windo nwere oke nke akara dị nso iji belata mkpokọta.

Okwu ndị metụtara

Iwepu ihe atụ dị obere mkpa ma ọ bụ neuron iji belata nha na gbakọọ.

Ịgba ụgwọ dabere na ojiji

Ọnụ ahịa ebe ọnụ ahịa na-eji oku API, akara ngosi, oge ntinye, ma ọ bụ mgbakọ eriri.

Mmekọrịta siri ike na-egosi ka arụmọrụ na-esi eme nke ọma site na nha nlereanya, data, ma ọ bụ gbakọọ.

Model dị obere

Ụdị ebe ọtụtụ parampat bụ efu ma ọ bụ adịghị arụ ọrụ iji belata mkpokọta.

Nchọpụta nhụta anya

Usoro ntinye ngwa ngwa ebe obere ihe nlere anya na-atụpụta akara na ihe nlereanya buru ibu na-egosipụta n'otu aka ahụ.

Onodu ihe omimi

Ọnụ ego ntinye ntinye kacha nke ụdị asụsụ nwere ike hazie otu oge.

Mụtakwuo na ntuziaka efu anyị

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

Hụkwa

ALiBi BPE (Byte Pair Encoding)RoPE (Rotary Positional Embeddings)SentencePiece Positional Encoding ANN (Approximate Nearest Neighbor)Multi-Head Attention HNSW

Chọgharịa akwụkwọ nkọwa AI zuru ezu Nyochaa ntuziaka AI niile efu