huggingface/optimum
optimum
🚀 Accelerate inference and training of 🤗 Transformers, Diffusers, TIMM and Sentence Transformers with easy to use hardware optimization tools
Builder
HuggingFace
huggingface • ai-lab
Stars
3,444
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Forks
662
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0
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0/100
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Created
Jul 20, 2021
Project creation date
README Summary
<!--- Copyright 2025 The HuggingFace Team. All rights reserved.
Community Evaluation
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Computer Vision ModelsDeep Learning Framework IntegrationDiffusion ModelsGPU ComputingHardware AccelerationInference OptimizationModel OptimizationONNX Model ConversionPerformance ProfilingQuantization TechniquesSentence EmbeddingsTraining AccelerationTransformer Architecture
Tags
Computer Vision ModelsDeep Learning Framework IntegrationDiffusion ModelsGPU ComputingHardware AccelerationInference OptimizationModel OptimizationONNX Model ConversionPerformance ProfilingQuantization TechniquesSentence EmbeddingsTraining AccelerationTransformer ArchitectureDeep LearningDockerForkedHuggingFaceInferenceLarge Language ModelsLoRA / PEFTMobileNode.jsONNXPyTorchPythonQuantizationTensorRTTransformers
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category
Deployment Context
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Skill Areas
tag
Recent Activity
Updated 4 months ago
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90 Days
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Quality
production- Quality
- high
- Maturity
- production
Categories
Inference & ServingPrimaryMLOps & InfrastructureDev Tools & AutomationFoundation ModelsModel TrainingEdge & Mobile AIOther AI / ML
PM Skills
Cost & EfficiencyScale & Reliability
Languages
Python100.0%
Timeline
- Project created
- Jul 20, 2021
- Forked
- Mar 22, 2026
- Your last push
- 4 months ago
- Upstream last push
- 2 months ago
- Tracked since
- Mar 13, 2026
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