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microsoft/LoRA

LoRA

Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"

View on GitHub↗Upstream microsoft/LoRA↗

Builder

Microsoft

Microsoft

microsoft • big-tech

Stars

13,558

Using upstream star count

Forks

901

Using upstream fork count

Open Issues

0

Activity Score

0/100

0 commits in 30d

Created

Jun 18, 2021

Project creation date

README Summary

LoRA: Low-Rank Adaptation of Large Language Models

Community Evaluation

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AI Dev Skills

Unmapped

Large Language Model OptimizationLoRA Fine-tuningLow-Rank Matrix AdaptationNeural Network Weight DecompositionParameter-Efficient Fine-tuningTransfer Learning

Tags

Large Language Model OptimizationLoRA Fine-tuningLow-Rank Matrix AdaptationNeural Network Weight DecompositionParameter-Efficient Fine-tuningTransfer LearningBenchmarkingEmbeddingsEvalsFine-TuningForkedHuggingFaceLoRA / PEFTOpen SourceOpenAIPyTorchPythonResearch / PapersTransformers

Taxonomy

AI Trends

Parameter-Efficient Fine-tuningLarge Language ModelsModel Compression

category

Foundation ModelsRAG & RetrievalModel TrainingEvals & BenchmarkingLearning Resources

Deployment Context

Self-hostedCloud APIOn-premise

Modalities

Text

Skill Areas

LoRA Fine-tuningParameter-Efficient Fine-tuningLow-Rank Matrix AdaptationLarge Language Model OptimizationNeural Network Weight DecompositionTransfer Learning

tag

BenchmarkingEmbeddingsEvalsFine-TuningForkedHuggingFaceLoRA / PEFTOpen SourceOpenAIPyTorchPythonResearch / PapersTransformers

Use Cases

Custom Language Model Fine-tuningDomain-Specific Model AdaptationMulti-task Model TrainingResource-Constrained Model Customization

Recent Activity

Updated 1 years ago

7 Days

0

30 Days

0

90 Days

0

Quality

research
Quality
medium
Maturity
research

Categories

RAG & RetrievalPrimaryEvals & BenchmarkingLearning ResourcesFoundation ModelsModel TrainingSearch & KnowledgeOther AI / ML

PM Skills

Data & EvaluationProduct Discovery

Languages

Python100.0%

Timeline

Project created
Jun 18, 2021
Forked
Mar 13, 2026
Your last push
1 years ago
Upstream last push
1 years ago
Tracked since
Dec 17, 2024

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