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huggingface/transformers

transformers

🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

View on GitHub↗Upstream huggingface/transformers↗

Builder

HuggingFace

HuggingFace

huggingface • ai-lab

Stars

161,063

Using upstream star count

Forks

33,362

Using upstream fork count

Open Issues

0

Activity Score

0/100

271 commits in 30d

Created

Oct 29, 2018

Project creation date

README Summary

<!--- Copyright 2020 The HuggingFace Team. All rights reserved.

Community Evaluation

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AI Dev Skills

Unmapped

Audio ProcessingComputer VisionCross-framework CompatibilityDeep Learning FrameworksModel Fine-tuningModel OptimizationMultimodal LearningNatural Language ProcessingPre-trained Model UsageTokenizationTransfer LearningTransformer Architecture

Tags

Audio ProcessingComputer VisionCross-framework CompatibilityDeep Learning FrameworksModel Fine-tuningModel OptimizationMultimodal LearningNatural Language ProcessingPre-trained Model UsageTokenizationTransfer LearningTransformer ArchitectureAxolotlBackendC++DeepSpeedEvalsFSDPForkedGemmaHuggingFaceLLM ServingMachine LearningMistralMultimodal AIMusic GenerationNode.jsOpenAIPoint Cloud / 3D VisionPose EstimationPyTorchPythonQwenReal-Time / StreamingRustSGLangSpeech to TextTGIText to SpeechTransformersTutorialUnslothllama.cppvLLM

Taxonomy

AI Trends

Foundation ModelsTransfer LearningMultimodal AIOpen Source AIModel Democratization

category

Foundation ModelsModel TrainingEvals & BenchmarkingInference & ServingGenerative MediaComputer VisionDev Tools & AutomationLearning ResourcesIndustry: Audio & Music

Deployment Context

Cloud APISelf-hostedOn-premiseEdge/Mobile

Modalities

TextImageAudioMultimodal

Skill Areas

Transformer ArchitectureNatural Language ProcessingComputer VisionAudio ProcessingMultimodal LearningTransfer LearningModel Fine-tuningPre-trained Model UsageDeep Learning FrameworksTokenizationModel OptimizationCross-framework Compatibility

tag

AxolotlBackendC++Computer VisionDeepSpeedEvalsFSDPForkedGemmaHuggingFaceLLM ServingMachine LearningMistralMultimodal AIMusic GenerationNode.jsOpenAIPoint Cloud / 3D VisionPose EstimationPyTorchPythonQwenReal-Time / StreamingRustSGLangSpeech to TextTGIText to SpeechTransformersTutorialUnslothllama.cppvLLM

Use Cases

Text ClassificationNamed Entity RecognitionQuestion AnsweringText SummarizationMachine TranslationImage ClassificationObject DetectionSpeech RecognitionText-to-SpeechFeature ExtractionModel Fine-tuningZero-shot Classification

Recent Activity

Updated 2 months ago

7 Days

69

30 Days

271

90 Days

1082

[fix] mistral 4 docs (#44776)

Steven Liu • Mar 16, 2026

75c836b

Add Mistral 4 (#44760)

Julien Denize • Mar 16, 2026

3b50327

Fix: Eurobert model was missing @strict decorator and invalid test kwargs (#44767)

Tarek Ziade • Mar 16, 2026

67fd5bc

Quality

production
Quality
high
Maturity
production

Categories

Evals & BenchmarkingPrimaryInference & ServingDev Tools & AutomationLearning ResourcesIndustry: Audio & MusicFoundation ModelsModel TrainingGenerative MediaComputer VisionMultimodal AIOther AI / ML

PM Skills

Cost & EfficiencyUser ExperienceScale & ReliabilityData & Evaluation

Languages

Python100.0%

Timeline

Project created
Oct 29, 2018
Forked
Mar 14, 2026
Your last push
2 months ago
Upstream last push
15 days ago
Tracked since
Mar 17, 2026

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