What is Repetition Penalty? Definition | AI Understanding

Tsanangudzo

Decoding setting inodzikisira mukana wematokens iyo modhi yakatogadzira kuderedza zvishwe.

Mashoko anoenderana

Frequency Penalty

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

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

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.

Sliding Window Attention

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

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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