What is Presence Penalty? Definition | AI Understanding

Tsanangudzo

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

Mashoko anoenderana

Frequency Penalty

Decoding setting inodzikisira mukana wematokens zvichienderana nekuti akaonekwa kakawanda sei kusvika zvino.

Kudzokorora Chirango

Decoding setting inodzikisira mukana wematokens iyo modhi yakatogadzira kuderedza zvishwe.

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

Guarded Decoding

Nzira yekugadzira iyo inomanikidzira matokeni ekubuda kune zvivakwa zvinoshanda kana sarudzo-dzinotevedzera.

Speculative Decoding

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

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

Dzidza zvakawanda mumadhairekitori edu emahara

Repetition Penalty and Decoding Controls

Onawo

Beam Search Parent-Document Retrieval Multi-Query Retrieval RAG-Fusion Self-Play Post-training Mid-training Watermarking

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