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alibaba/MNN

MNN

MNN: A blazing-fast, lightweight inference engine battle-tested by Alibaba, powering high-performance on-device LLMs and Edge AI.

View on GitHub↗Upstream alibaba/MNN↗

Builder

alibaba

alibaba

alibaba • individual

Stars

15,300

Using upstream star count

Forks

2,329

Using upstream fork count

Open Issues

0

Activity Score

0/100

0 commits in 30d

Created

Apr 15, 2019

Project creation date

README Summary

[![MNN Chat App](https://img.shields.io/badge/Apps-MNN_Chat-blue)](./apps/Android/MnnLlmChat/README.md) [![TaoAvatar](https://img.shields.io/badge/Apps-MNN_TaoAvatar-blue)](./apps/Android/Mnn3dAvatar/README.md) [![Sana](https://img.shields.io/badge/Apps-Sana_Image_Edit-blue)](./apps/sana/README.md)

Community Evaluation

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AI Dev Skills

Unmapped

Computer Vision InferenceCPU OptimizationCross-platform Mobile AIDeep Learning Inference OptimizationEdge ComputingGPU ComputingHardware AccelerationModel CompressionNatural Language Processing InferenceNeural Network QuantizationONNX Model ConversionPyTorch Model DeploymentTensorFlow Lite Integration

Tags

Computer Vision InferenceCPU OptimizationCross-platform Mobile AIDeep Learning Inference OptimizationEdge ComputingGPU ComputingHardware AccelerationModel CompressionNatural Language Processing InferenceNeural Network QuantizationONNX Model ConversionPyTorch Model DeploymentTensorFlow Lite IntegrationBenchmarkingC++Computer VisionDeep LearningDeepSeekEvalsForkedGPU / CUDAImage GenerationInferenceLarge Language ModelsMachine LearningMobileModel OptimizationMultimodal AIMusic TechNode.jsNumPyONNXPyTorchPythonQwenSecurityStable DiffusionTensorFlowTransformers

Taxonomy

AI Trends

On-device AIEdge AIModel OptimizationMobile AIEfficient AI

category

Foundation ModelsModel TrainingEvals & BenchmarkingInference & ServingGenerative MediaComputer VisionDev Tools & AutomationIndustry: Audio & MusicSecurity & SafetyData Science & Analytics

Deployment Context

Edge/MobileOn-premiseEmbedded Systems

Industries

Mobile ApplicationsIoTAutomotiveRoboticsSmart DevicesTelecommunications

Modalities

ImageTextAudioVideoMultimodal

Skill Areas

Deep Learning Inference OptimizationCross-platform Mobile AIEdge ComputingNeural Network QuantizationHardware AccelerationModel CompressionONNX Model ConversionTensorFlow Lite IntegrationPyTorch Model DeploymentComputer Vision InferenceNatural Language Processing InferenceGPU ComputingCPU Optimization

tag

BenchmarkingC++Computer VisionDeep LearningDeepSeekEvalsForkedGPU / CUDAImage GenerationInferenceLarge Language ModelsMachine LearningMobileModel OptimizationMultimodal AIMusic TechNode.jsNumPyONNXPyTorchPythonQwenSecurityStable DiffusionTensorFlowTransformers

Use Cases

Smart Camera ProcessingMobile AI ApplicationsReal-time Image RecognitionOn-device Natural Language ProcessingEdge AI InferenceIoT Device IntelligenceAutonomous Vehicle PerceptionVoice Assistant Deployment

Recent Activity

Updated 2 months ago

7 Days

0

30 Days

0

90 Days

20

[Geometry:Bugfix] Fix bug for gpu case GeometryGather with const indice crash (#4294)

jxt1234 • Mar 20, 2026

cce5b09

[Metal:Bugfix] Fix bug for read float external bias error (#4277)

jxt1234 • Mar 20, 2026

673e86b

[MNNChat:Bugfix] harden api smoke and model list rendering (#4288)

Jinde.Song • Mar 20, 2026

a35aeb2

Quality

production
Quality
high
Maturity
production

Categories

Evals & BenchmarkingPrimaryInference & ServingDev Tools & AutomationIndustry: Audio & MusicSecurity & SafetyData Science & AnalyticsFoundation ModelsModel TrainingGenerative MediaComputer VisionMultimodal AIEdge & Mobile AIOther AI / ML

PM Skills

Cost & EfficiencyUser ExperienceData & Evaluation

Languages

C++100.0%

Timeline

Project created
Apr 15, 2019
Forked
Mar 22, 2026
Your last push
2 months ago
Upstream last push
16 days ago
Tracked since
Mar 20, 2026

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