What is Fine-Tuning? Definition | AI Understanding

Nkọwa

Ịga n'ihu na ọzụzụ na ngalaba-kpọmkwem data iji gbanwee ihe nlereanya a zụrụ azụ na otu ọrụ.

Okwu ndị metụtara

Parameter-Ntụgharị dị mma nke ọma (PEFT)

Ụzọ na-emegharị ụdị site n'ịzụ obere akụkụ nke paramita agbakwunyere.

Ntụgharị ntụziaka

Idozi ihe nlere anya na ụzọ abụọ nzaghachi-ntụziaka iji kwalite ọrụ na-eso.

Ụdị ntọala

Nnukwu ụdị a zụrụ azụ nke enwere ike ịmegharị ya na ọtụtụ ọrụ ala.

Ọmụmụ na-aga n'ihu

Ụzọ ọzụzụ na-eme ka ihe nlereanya nọgide na-amụta site na data ọhụrụ na-echefughị ihe ọmụma mbụ.

Mgbakwunye data

Usoro na-emepụta ihe atụ ọzụzụ gbanwetụrụ iji melite mkpokọta ụdị.

Ụzọ na-ebufe ụdị a zụrụ azụ n'otu ngalaba iji rụọ ọrụ nke ọma na ngalaba ọzọ.

Mụtakwuo na ntuziaka efu anyị

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

Hụkwa

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

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