Erayga Qaamuuska AI

Waa maxay Farsamaynta Fine-Tuning Waxtarka leh (PEFT)?

Qeexid

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

Ka baadh Qaamuuska AI oo buuxaBaadh dhammaan hagayaasha AI ee bilaashka ah

Shuruudaha la xiriira

HagaajintaSii wadida tababarka xogta gaarka ah ee domain-ka si loo waafajiyo qaabka horay loo tababaray ee hawl gaar ah.LoRA (Laqabsiga Darajada Hoose)Habka hagaajinta wanaagsan ee wax-ku-oolka ah ee ku daraya mitirada adabtarada ee darajada hoose.Tababarka kadibTallaabooyinka tababbarka ayaa la dabaqay tababbarka hore ka dib, sida hagaajinta tilmaamaha, hagaajinta doorbidka, iyo hagaajinta badbaadada.Dajinta TilmaamahaHagaajinta qaab ku saabsan lammaanaha jawaab-celinta-tilmaan-bixinta si loo horumariyo hawsha soo socota.Heerka BarashadaXakamaynta hyperparameter-ka tabobarka ee xakamaynaya inta cabbiradu bedelayaan tallaabo kasta oo cusub.DPO (Doorashada Tooska ah)Habka tababarka oo si toos ah u hagaajinaya moodooyinka lammaanaha doorbida iyada oo aan loo baahnayn nooc abaalmarin gaar ah.

Wax badan ka baro hagayaashayada bilaashka ah

Fine-TuningHard Parameter Sharing in Multi-Task NetworksGumbel-Softmax and ReparameterizationRejection Sampling Fine-Tuning

Eeg sidoo kale

ParameterPerplexityOverfittingPipelineOpen-Source ModelPrecisionOCR (Optical Character Recognition)Pretraining