What is ALiBi? Definition | AI Understanding

Tsanangudzo

Nzira yekurerekera kwenzvimbo inoranga zvibodzwa zvichibva pachinhambwe chetokeni, ichibatsira mamodheru kuwedzera kune kureba.

Mashoko anoenderana

tambo (Rotary Positional Embeddings)

Iyo inotenderera encoding nzira inotenderedza muvhunzo uye makiyi mavheta kuti ekodere ehukama tokeni nzvimbo.

Positional Encoding

Ruzivo rwakawedzerwa kune ma tokeni ekumisikidza kuitira kuti vashanduri vakwanise kusiyanisa kutevedzana kurongeka.

Sliding Window Attention

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

Algorithmic Bias

Kusarurama kwakarongeka mumienzaniso yezvinobuda zvichikonzerwa nedata rakatsveyamiswa, fungidziro, kana sarudzo dzemuenzaniso.

Kutarisisa Mechanism

Chikamu chemodhini chinotarisa zvine simba pazvikamu zvinoenderana zvechipo kana uchigadzira zvinobuda.

Chimiro chinowirirana chekukanganisa kana kusaruramisira mune data kana maitiro emuenzaniso.

Dzidza zvakawanda mumadhairekitori edu emahara

ALiBi Position Bias

Onawo

BPE (Byte Pair Encoding)Multi-Head Attention SentencePiece Flash Attention ANN (Approximate Nearest Neighbor)QLoRA HNSW DPO (Direct Preference Optimization)

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