What is Gradient Descent? Definition | AI Understanding

Incazelo

Indlela yokuthuthukisa ebuyekeza amapharamitha esiqondisweni esinciphisa iphutha.

Imigomo ehlobene

I-DPO (Direct Preference Optimization)

Indlela yokuqeqesha eshuna kahle imodeli ngokuqondile kumapheya athandwayo ngaphandle kokudinga imodeli yomklomelo ehlukile.

Ivekhtha ebonisa ukuthi ipharamitha ngayinye kufanele ishintshe kangakanani ukuze kwehliswe ukulahlekelwa.

I-Backpropagation

I-algorithm yokuqeqesha eyinhloko ebuyekeza izisindo zemodeli ngokusabalalisa amaphutha okuqagela emuva ngenethiwekhi.

Iphethini engaguquki yephutha noma engalungile kudatha noma imodeli yokuziphatha.

Ilebula ethi Smoothing

Indlela yokujwayela ethambisa amalebula aqinile ukuze kuthuthukiswe ukwenziwa okuvamile.

Izinga lokufunda

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

Funda kabanzi kumhlahlandlela wethu wamahhala

Gradient Accumulation Stochastic Gradient Descent with Momentum Nesterov Accelerated Gradient Vanishing and Exploding Gradients

Bhekafuthi

Ground Truth Generative AI Guardrails Generalization Hallucination GAN (Generative Adversarial Network)Human-in-the-Loop Function Calling

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