What is Gradient Descent? Definition | AI Understanding

Ma'anarsa

Hanyar ingantawa wanda ke sabunta sigogi a cikin hanyar da ke rage kuskure.

Sharuɗɗa masu alaƙa

DPO (Haɓaka fifiko kai tsaye)

Hanyar horarwa wacce ke daidaita ƙira kai tsaye akan nau'ikan zaɓin zaɓi ba tare da buƙatar samfurin lada daban ba.

Vector yana nuna nawa kowane siga ya kamata ya canza don rage asara.

Babban algorithm horo wanda ke sabunta ma'aunin ƙira ta hanyar yada kurakuran tsinkaya baya ta hanyar hanyar sadarwa.

Daidaitaccen tsari na kuskure ko rashin adalci a cikin bayanai ko halayen ƙira.

Lakabin Smooting

Hanya na yau da kullun da ke sassaukar da lakabi mai ƙarfi don haɓaka gabaɗaya.

Hyperparameter na horarwa yana sarrafa nawa sigogi ke canza kowane mataki na sabuntawa.

Ƙara koyo a cikin jagororinmu na kyauta

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

Duba kuma

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

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