Chii chinonzi KV Cache? Tsanangudzo | AI Understanding

Tsanangudzo

Yakachengetwa kiyi uye kukosha tensor kubva kune apfuura tokens izvo zvinoita kuti vashanduri vagadzire ma tokens matsva pasina kudzokorodza kutarisisa kwekare.

Mashoko anoenderana

Kuenderera mberi nekudzidza

Nzira dzekudzidzisa dzinoita kuti modhi irambe ichidzidza kubva kune itsva data pasina kukanganwa ruzivo rwekare.

A decoding strategy iyo samples chete kubva k ingangoita anotevera tokens.

Kudzidza Kusina Kutariswa

Kudzidza maitiro kubva kune data risina kunyorwa pasina zvinobuda pachena.

Sliding Window Attention

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

Mutauro-agnostic tokenizer inodzidza subword mauniti zvakananga kubva kune yakaomeswa zvinyorwa pasina pre-kupatsanurwa pachena.

Iyo decoding yekumisikidza iyo inoderedza mukana wezviratidzo zvakaonekwa zvachose, zvichikurudzira misoro mitsva.

Dzidza zvakawanda mumadhairekitori edu emahara

KV Cache KV Cache Optimization

Onawo

Speculative Decoding MCP (Model Context Protocol)Zero Data Retention Agentic Loop Usage-Based Billing ReAct Trust Calibration Tree of Thoughts

Bhurawuza yakazara AI Glossary Ongorora ese emahara AI madhairekitori