What is LoRA (Low-Rank Adaptation)? Definition | AI Understanding

Ma'anarsa

Hanyar daidaitawa mai inganci mai inganci wacce ke ƙara ƙananan matrix adaftar.

Sharuɗɗa masu alaƙa

Ma'auni-Ingantacciyar Kyawun-Tuning (PEFT)

Hanyoyin da ke daidaita samfura ta hanyar horar da ƙaramin juzu'i na ƙarin sigogi.

Dabarar daidaitawa mai kyau wacce ta haɗu da ƙididdige nauyin 4-bit tare da adaftar LoRA don rage buƙatun ƙwaƙwalwar ajiya.

Kyakkyawan-Tuning

Ci gaba da horarwa akan ƙayyadaddun bayanai na yanki don daidaita samfurin da aka riga aka horar zuwa takamaiman aiki.

Tunatarwa Umarni

Kyakkyawan daidaita samfurin akan nau'i-nau'i na amsa umarni-don inganta ɗawainiya mai biyo baya.

DPO (Haɓaka fifiko kai tsaye)

Hanyar horarwa wacce ke daidaita ƙira kai tsaye akan nau'ikan zaɓin zaɓi ba tare da buƙatar samfurin lada daban ba.

Lakabin Smooting

Hanya na yau da kullun da ke sassaukar da lakabi mai ƙarfi don haɓaka gabaɗaya.

Ƙara koyo a cikin jagororinmu na kyauta

AI Workflow Automation Barlow Twins and Redundancy Reduction Domain Adaptation Kubeflow and ML Pipeline Orchestration

Duba kuma

Learning Rate Loss Function Large Language Model (LLM)Machine Learning (ML)Latency Memory (Agent Memory)Mixture of Experts (MoE)Knowledge Graph

Nemo cikakken AI ƙamus Bincika duk jagororin AI kyauta