What is DPO (Direct Preference Optimization)? Definition | AI Understanding

Qeexid

Habka tababarka oo si toos ah u hagaajinaya moodooyinka lammaanaha doorbida iyada oo aan loo baahnayn nooc abaalmarin gaar ah.

Shuruudaha la xiriira

Xoojinta Barashada Jawaab celinta Aadanaha (RLHF)

Habka tababarka ee isticmaala calaamado doorbidida aadanaha si loo qaabeeyo hab-dhaqanka moodeelka.

Tababarka kadib

Tallaabooyinka tababbarka ayaa la dabaqay tababbarka hore ka dib, sida hagaajinta tilmaamaha, hagaajinta doorbidka, iyo hagaajinta badbaadada.

Barashada Joogtada ah

Qaababka tababarka ee u oggolaanaya moodalku inuu ka sii barto xogta cusub isagoon iloobin aqoon hore.

Sii wadida tababarka xogta gaarka ah ee domain-ka si loo waafajiyo qaabka horay loo tababaray ee hawl gaar ah.

Habka wanaajinta oo cusbooneysiiya cabbirrada jihada yareysa qaladka.

Dajinta Tilmaamaha

Hagaajinta qaab ku saabsan lammaanaha jawaab-celinta-tilmaan-bixinta si loo horumariyo hawsha soo socota.

Wax badan ka baro hagayaashayada bilaashka ah

AI Inference Optimization Bidirectional Recurrent Networks Second-Order Optimization and Newton Methods Odds Ratio Preference Optimization

Eeg sidoo kale

Tree of Thoughts QLoRA ReAct Flash Attention Agentic Loop Multi-Head Attention MCP (Model Context Protocol)Positional Encoding

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