Library/awesome-edge-ai-agents
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yh-yao/awesome-edge-ai-agents

awesome-edge-ai-agents

Curated list of papers, frameworks, benchmarks, and applications for multimodal AI agents (LLMs, text-to-image, speech, world models, etc.) on mobile and edge devices.

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yh-yao

yh-yao

yh-yao • individual

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Created

Sep 8, 2025

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README Summary

This repository is a curated collection of research papers, frameworks, benchmarks, and applications focused on multimodal AI agents running on mobile and edge devices. It covers various AI modalities including large language models, text-to-image generation, speech processing, and world models specifically optimized for resource-constrained environments.

AI Dev Skills

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Multimodal AI SystemsEdge AI OptimizationModel Compression and QuantizationMobile AI DeploymentLarge Language ModelsText-to-Image GenerationSpeech ProcessingWorld ModelsAI Agent ArchitectureResource-Constrained ComputingModel Efficiency Optimization

Tags

Multimodal AI SystemsEdge AI OptimizationModel Compression and QuantizationMobile AI DeploymentLarge Language ModelsText-to-Image GenerationSpeech ProcessingWorld ModelsAI Agent ArchitectureResource-Constrained ComputingModel Efficiency OptimizationMultimodal ReasoningSmall Language ModelsAutonomous VehiclesAgentic AIMobile Image GenerationImageSpeechReal-time Multimodal InteractionMobile TechnologyIoT and Embedded SystemsEdge-based Speech RecognitionAudioConsumer ElectronicsOn-deviceRoboticsOn-device AIOffline AI ApplicationsMultimodalEdge/MobileTextEdge ComputingAI Agent SystemsAutonomous Mobile NavigationOn-device Virtual Assistants

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Recent Activity

Updated 7 months ago

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Quality

research
Quality
medium
Maturity
research

Categories

Dev Tools & AutomationPrimaryInference & ServingMultimodal AIEdge & Mobile AIOther AI / MLFoundation ModelsAI AgentsGenerative MediaRobotics

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Scale & Reliability

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Timeline

Project created
Sep 8, 2025
Forked
Mar 23, 2026
Your last push
7 months ago
Upstream last push
7 months ago
Tracked since
Sep 11, 2025

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