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

Ibisobanuro

Ikintu gikora neza-kuringaniza uburyo bwongerera urwego rwo hasi adapter matrices.

Amagambo afitanye isano

Parameter-Ikora neza-Guhuza (PEFT)

Uburyo buhuza moderi mugutoza agace gato kongeweho ibipimo.

Tekinike nziza yo guhuza ihuza uburemere bwa 4-bit hamwe na LoRA adaptate kugirango igabanye kwibuka.

Kuringaniza neza

Gukomeza amahugurwa kumurongo wihariye kugirango uhuze icyitegererezo cyabanje gutozwa kumurimo runaka.

Guhuza amabwiriza

Kuringaniza neza icyitegererezo kumabwiriza-gusubiza byombi kunoza imirimo ikurikira.

DPO (Optimisation Yibanze)

Uburyo bwo guhugura butunganya neza moderi kuri babiri batabanje gukenera icyitegererezo cyihariye.

Akarango Korohereza

Uburyo busanzwe bworoshya ibirango bigoye kunoza rusange.

Wige byinshi mubuyobozi bwacu

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

Reba kandi

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

Reba Amagambo yuzuye ya AI Shakisha ibyerekezo byose bya AI