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

Itumọ

Ọna atunṣe-daradara paramita ti o ṣafikun awọn matiri oluyipada ipo-kekere.

Awọn ofin ti o jọmọ

Iṣatunṣe-Ṣiṣe-Tuning Fine daradara (PEFT)

Awọn ọna ti o ṣe adaṣe awọn awoṣe nipasẹ ikẹkọ ipin kekere ti awọn aye ti a ṣafikun.

Ilana atunṣe-itanran ti o ṣajọpọ titobi iwuwo 4-bit pẹlu awọn oluyipada LoRA lati dinku awọn iwulo iranti.

Ilọsiwaju ikẹkọ lori data-ašẹ kan pato lati ṣe atunṣe awoṣe ti a ti kọ tẹlẹ si iṣẹ-ṣiṣe kan pato.

Ṣiṣe atunṣe awoṣe daradara lori awọn orisii idahun-itọnisọna lati mu ilọsiwaju iṣẹ-ṣiṣe ti o tẹle.

DPO (Imudara Iyanfẹ Taara)

Ọna ikẹkọ ti o ṣe atunṣe awọn awoṣe taara taara lori awọn orisii ayanfẹ laisi nilo awoṣe ere lọtọ.

Ọna isọdọtun ti o rọ awọn akole lile lati mu ilọsiwaju pọ si.

Kọ ẹkọ diẹ sii ninu awọn itọsọna ọfẹ wa

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

Wo tun

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

Ṣawakiri ni kikun AI Gilosari Ṣawari gbogbo awọn itọsọna AI ọfẹ