Library/optimumForked

huggingface/optimum

optimum

πŸš€ Accelerate inference and training of πŸ€— Transformers, Diffusers, TIMM and Sentence Transformers with easy to use hardware optimization tools

Builder

HuggingFace

HuggingFace

huggingface β€’ ai-lab

Stars

3,347

Using upstream star count

Forks

631

Using upstream fork count

Open Issues

0

Activity Score

0/100

0 commits in 30d

Created

Jul 20, 2021

Project creation date

README Summary

Optimum is a library that provides hardware optimization tools to accelerate inference and training of popular machine learning models including Transformers, Diffusers, TIMM, and Sentence Transformers. It offers easy-to-use APIs for optimizing models across different hardware platforms and accelerators.

AI Dev Skills

Unmapped

Model OptimizationHardware AccelerationTransformer ArchitectureDiffusion ModelsComputer Vision ModelsSentence EmbeddingsInference OptimizationTraining AccelerationPerformance ProfilingQuantization TechniquesONNX Model ConversionGPU ComputingDeep Learning Framework Integration

Tags

Model OptimizationHardware AccelerationTransformer ArchitectureDiffusion ModelsComputer Vision ModelsSentence EmbeddingsInference OptimizationTraining AccelerationPerformance ProfilingQuantization TechniquesONNX Model ConversionGPU ComputingDeep Learning Framework IntegrationTextOn-premiseBatch Processing AccelerationProduction Model ServingSelf-hostedCross-platform DeploymentEdge/MobileImageTraining Speed OptimizationEdge Device OptimizationCross-hardware Model DeploymentOn-device AICloud APIEfficient AIModel Inference AccelerationMultimodalEdge ComputingPython

Taxonomy

Recent Activity

Updated 1 months ago

7 Days

0

30 Days

0

90 Days

0

Quality

production
Quality
high
Maturity
production

Categories

Computer VisionPrimaryML Platform & InfrastructureRAG & RetrievalInference & ServingMultimodal AIEdge & Mobile AIOther AI / MLFoundation ModelsModel TrainingGenerative MediaRobotics

PM Skills

Scale & Reliability

Languages

Python100.0%

Timeline

Project created
Jul 20, 2021
Forked
Mar 22, 2026
Your last push
1 months ago
Upstream last push
11 days ago
Tracked since
Mar 13, 2026

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