What is Top-k Sampling? Definition | AI Understanding

Ma'anarsa

Dabarar yanke hukunci wanda samfuri kawai daga k mafi kusantar alamu na gaba.

Sharuɗɗa masu alaƙa

Samfuran Top-p (Nucleus).

Dabarar yanke hukunci wanda samfuri daga mafi ƙanƙantar alamar saiti wanda yuwuwar yiwuwarsa ya kai p.

Kiyaye Decoding

Dabarar tsara tsara wacce ke takurawa alamun fitarwa zuwa ingantattun sifofi ko zaɓin da suka dace da manufofin.

Koyo Kadan-Shot

Koyo ko daidaita ɗabi'a daga ƙaramin adadin misalai.

Ma'auni-samfurin harshe wanda ke auna yadda mamakin ƙirar ke da alamun gaskiya na gaba.

Ƙididdigar Hasashen

Hanyar faɗaɗa hanzari inda ƙaramin ƙirar ƙira ke ba da shawarar alamun cewa babban samfurin yana tabbatarwa a layi daya.

Maɓalli da aka adana da ƙima daga alamun da suka gabata waɗanda ke barin masu canji su haifar da sabbin alamu ba tare da sake ƙididdige hankalin da suka gabata ba.

Ƙara koyo a cikin jagororinmu na kyauta

Typical Sampling Speculative Sampling Verification Entropy-Based Sampling Early Stopping

Duba kuma

Tool Use Tokenization Transfer Learning Token Transformer Temperature Training Loss System Prompt

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