Chii chinonzi Sliding Window Attention? Tsanangudzo | AI Understanding

Tsanangudzo

Maitiro ekutarisisa apo chiratidzo chega chega chinotarisa chete kune yakasarudzika-saizi hwindo rematokeni ari pedyo kuderedza komputa.

Mashoko anoenderana

Kubvisa zviremu zvisingakoshi zvemuenzaniso kana neurons kuderedza saizi uye compute.

Kubhadharira Kunoenderana Nekushandiswa

Mitengo apo mitengo inoyera neAPI mafoni, tokens, inference nguva, kana inopedzwa compute.

Hukama hwehumwe hunoratidza kuti mashandiro anovandudzika sei nemhando yemhando, data, kana komputa.

Modhi umo ma paramita mazhinji ari zero kana kusashanda kudzikisa computation.

Speculative Decoding

Nzira yekumisikidza yekumisikidza apo modhi diki yekudhirowa inopa tokens iyo hombe modhi inosimbisa mukuenderana.

Iyo yakawanda yehuwandu hwekupinza tokeni iyo modhi yemutauro inogona kugadzirisa kamwechete.

Dzidza zvakawanda mumadhairekitori edu emahara

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

Onawo

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

Bhurawuza yakazara AI Glossary Ongorora ese emahara AI madhairekitori