What is Fine-Tuning? Definition | AI Understanding

Incazelo

Ukuqhubeka nokuqeqeshwa kudatha eqondene nesizinda ukuze kulungiswe imodeli eqeqeshwe ngaphambilini emsebenzini othile.

Imigomo ehlobene

I-Parameter-Efficient Fine-Tuning (PEFT)

Izindlela ezijwayelanisa amamodeli ngokuqeqesha isethi encane yamapharamitha angeziwe.

I-Instruction Tuning

Ukulungisa kahle imodeli kumapheya emiyalelo nezimpendulo ukuze uthuthukise umsebenzi olandelayo.

Imodeli Yesisekelo

Imodeli enkulu eqeqeshwe kusengaphambili engakwazi ukujwayela imisebenzi eminingi engezansi.

Ukufunda Okuqhubekayo

Izindlela zokuqeqesha ezivumela imodeli ukuthi iqhubeke nokufunda kudatha entsha ngaphandle kokukhohlwa ulwazi lwangaphambilini.

Ukwengezwa Kwedatha

Amasu adala izibonelo zokuqeqesha ezilungisiwe ukuze kuthuthukiswe ukwenziwa kwamamodeli.

Ukuzijwayeza Kwesizinda

Izindlela ezidlulisa imodeli eqeqeshwe esizindeni esisodwa ukuze yenze kangcono kwesinye isizinda.

Funda kabanzi kumhlahlandlela wethu wamahhala

Fine-Tuning Rejection Sampling Fine-Tuning QLoRA and 4-Bit Fine-Tuning Self-Refine Iterative Output Improvement

Bhekafuthi

Few-Shot Learning Feature Extraction Function Calling Feature Engineering GAN (Generative Adversarial Network)Feature Generalization False Positive

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