What is Learning Rate? Definition | AI Understanding

Tsanangudzo

Iyo hyperparameter yekudzidzira inodzora kuti yakawanda sei paramita inoshandura nhanho yega yega yekuvandudza.

Mashoko anoenderana

Vector inoratidza kuti yakawanda sei parameter imwe neimwe inofanira kuchinja kuderedza kurasikirwa.

Iko kukosha kwekugadzirisa kusati kwatanga kudzidziswa, seyero yekudzidza, saizi yebatch, kana kudzika.

Iyo modhi inoita zvakanaka sei pane nyowani, isingaonekwe data kunze kweseti yekudzidziswa.

Parameter-Inoshanda Fine-Tuning (PEFT)

Nzira dzinogadzirisa mamodheru nekudzidzisa diki diki rekuwedzera paramita.

A decoding algorithm iyo inochengeta epamusoro akati wandei akateedzana padanho rega rega kuti uwane yepamusoro-inogoneka inobuda.

Kurasikirwa Basa

Chinangwa chemasvomhu chinotaridza kukanganisa kwekufungidzira panguva yekudzidziswa.

Dzidza zvakawanda mumadhairekitori edu emahara

Deep Learning Reinforcement Learning Machine Learning Basics Supervised Learning

Onawo

Large Language Model (LLM)LoRA (Low-Rank Adaptation)Latency Label Smoothing Machine Learning (ML)Knowledge Graph Memory (Agent Memory)Knowledge Distillation

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