What is Beam Search? Definition | AI Understanding

Incazelo

I-algorithm yokuqopha egcina ukulandelana kwekhandidethi eminingana ephezulu esinyathelweni ngasinye ukuze kutholwe imiphumela ephezulu yamathuba.

Imigomo ehlobene

Izinga lokufunda

I-hyperparameter yokuqeqesha elawula ukuthi mangakanani amapharamitha ashintsha isinyathelo ngasinye sokubuyekeza.

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

Top-p (Nucleus) Sampling

Isu lokukhipha amakhodi amasampula asuka kusethi yethokheni encane kakhulu amathuba awo afinyelela ku-p.

Themba Ukulinganisa

Ukuqondanisa ukuzethemba komsebenzisi emiphumeleni ye-AI nokwethembeka kwangempela kwesistimu kumsebenzi ngamunye.

Isijeziso Sokuphindaphinda

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

I-Frequency Penalty

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

Funda kabanzi kumhlahlandlela wethu wamahhala

AI Search Multimodal Search AI Research Assistants Guided Beam Search with Constraints

Bhekafuthi

Parent-Document Retrieval Multi-Query Retrieval RAG-Fusion Presence Penalty Self-Play Post-training Mid-training Watermarking

Phequlula Uhla lwamagama olugcwele lwe-AI Hlola yonke imihlahlandlela ye-AI yamahhala