What is Repetition Penalty? Definition | AI Understanding

Incazelo

Isilungiselelo sokukhipha amakhodi esehlisa amathuba amathokheni imodeli esiwakhiqizile kakade ukuze kuncishiswe izihibe.

Imigomo ehlobene

I-Frequency Penalty

Isilungiselelo sokukhipha amakhodi esinciphisa amathuba amathokheni ngokulingana nokuthi avele kangaki kuze kube manje.

Isijeziso Sobukhona

Ukulungiselelwa kokukhipha amakhodi okunciphisa amathuba amathokheni avele nhlobo, okukhuthaza izihloko ezintsha.

Isu lokukhipha amakhodi amasampula kuphela kusuka kumathokheni alandelayo okungenzeka ukuthi alandelayo.

Ukukhishwa Kwekhodi Okugadiwe

Isu lokukhiqiza elibophezela amathokheni okukhiphayo ezakhiweni ezivumelekile noma ukukhetha okuthobela inqubomgomo.

Ukuqopha Okucatshangelwayo

Indlela yokusheshisa okucatshangwayo lapho imodeli encane esalungiswa iphakamisa amathokheni imodeli enkulu ewaqinisekisa ngokuhambisana.

Ukunaka Kwewindi Elishelelayo

Iphethini yokunaka lapho ithokheni ngayinye ibheka kuphela iwindi losayizi ongashintshi wamathokheni aseduze ukuze kuncishiswe ukubala.

Funda kabanzi kumhlahlandlela wethu wamahhala

Repetition Penalty and Decoding Controls

Bhekafuthi

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

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