What is Learning Rate? Definition | AI Understanding

Qeexid

Xakamaynta hyperparameter-ka tabobarka ee xakamaynaya inta cabbiradu bedelayaan tallaabo kasta oo cusub.

Shuruudaha la xiriira

Vactor-ka muujinaya inta uu le'eg yahay halbeeg kasta waa inuu beddelaa si loo yareeyo khasaaraha.

Qiimaha qaabeynta ee la dejiyay tababarka ka hor, sida heerka waxbarashada, cabbirka dufcada, ama qoto dheer.

Sida ugu wanagsan ee moodalku u qabto xogta cusub, ee aan la arkin ee ka baxsan habka tababarka.

Farsamaynta Fine-Tuning Waxtarka leh (PEFT)

Hababka la qabsada moodooyinka iyadoo la tababarayo qayb yar oo xaddidaadyo lagu daray.

Go'aaminta algorithm ee ilaalinaysa dhawrka musharax ee ugu sarreeya tillaabo kasta si loo helo wax-soo-saarka ixtimaalka sare.

Shaqada Luminta

Ujeedo xisaabeed oo qiyaaseysa qaladka saadaasha inta lagu jiro tababarka.

Wax badan ka baro hagayaashayada bilaashka ah

Deep Learning Reinforcement Learning Machine Learning Basics Supervised Learning

Eeg sidoo kale

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

Ka baadh Qaamuuska AI oo buuxa Baadh dhammaan hagayaasha AI ee bilaashka ah