What is Distillation? Definition | AI Understanding

Nkọwa

Na-akpakọ ihe ọmụma site na nnukwu ihe nlereanya onye nkuzi n'ime obere ụmụ akwụkwọ nlereanya.

Okwu ndị metụtara

Ọmụma Distillation

Ịzụ obere ihe nlereanya iji ṅomie ihe mmepụta nke ihe nlereanya buru ibu.

Ọmụmụ na-aga n'ihu

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

RAG (Ọgbọ eweghachite-agbakwunyere)

Usoro nke na-eweghachite ihe ọmụma dị n'èzí ma na-azụ ya n'ime ọgbọ n'oge ntinye.

Ịchọta akwụkwọ ma ọ bụ ndekọ dị mkpa sitere na isi mmalite ihe ọmụma maka ajụjụ.

Ihe ndekọ nke ebe data sitere, ka esi gbanwee ya, na ebe eji ya.

Nzuzo dị iche

Usoro nzuzo nke na-agbakwunye mkpọtụ ndekọ ọnụ ọgụgụ ka enweghị ike ịdabere na ndekọ nke onye ọ bụla site na ntinye.

Mụtakwuo na ntuziaka efu anyị

DINO Self-Distillation DreamFusion and Score Distillation Sampling Knowledge Distillation

Hụkwa

Diffusion Model Domain Adaptation Deep Learning Embedding Decision Tree Encoder Decision Boundary Ensemble

Chọgharịa akwụkwọ nkọwa AI zuru ezu Nyochaa ntuziaka AI niile efu