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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.

View on GitHub↗Upstream yh-yao/awesome-edge-ai-agents↗

Builder

yh-yao

yh-yao

yh-yao • individual

Stars

25

Using upstream star count

Forks

5

Using upstream fork count

Open Issues

0

Activity Score

0/100

0 commits in 30d

Created

Sep 8, 2025

Project creation date

README Summary

Awesome Edge AI for Multimodal Agents [![Awesome](https://awesome.re/badge.svg)](https://awesome.re)

Community Evaluation

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AI Dev Skills

Unmapped

AI Agent ArchitectureEdge AI OptimizationLarge Language ModelsMobile AI DeploymentModel Compression and QuantizationModel Efficiency OptimizationMultimodal AI SystemsResource-Constrained ComputingSpeech ProcessingText-to-Image GenerationWorld Models

Tags

AI Agent ArchitectureEdge AI OptimizationLarge Language ModelsMobile AI DeploymentModel Compression and QuantizationModel Efficiency OptimizationMultimodal AI SystemsResource-Constrained ComputingSpeech ProcessingText-to-Image GenerationWorld ModelsAI AgentsAutomationBenchmarkingC++Curated ListDistillationDocument ProcessingEvalsFine-TuningForkedKV CacheLLM ServingLoRA / PEFTMobileModel OptimizationMultimodal AIMusic TechONNXOpenAIPyTorchQuantizationReal-Time / StreamingResearch / PapersRoboticsSpeculative DecodingSpeech to TextStable DiffusionTensorFlowTensorRTllama.cppvLLM

Taxonomy

AI Trends

Agentic AIOn-device AIMultimodal ReasoningEdge ComputingSmall Language ModelsAI Agent Systems

category

Foundation ModelsAI AgentsRAG & RetrievalModel TrainingEvals & BenchmarkingInference & ServingGenerative MediaRoboticsDev Tools & AutomationLearning ResourcesIndustry: Audio & Music

Deployment Context

Edge/MobileOn-device

Industries

Mobile TechnologyIoT and Embedded SystemsAutonomous VehiclesRoboticsConsumer Electronics

Modalities

TextImageAudioSpeechMultimodal

Skill Areas

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

tag

AI AgentsAutomationBenchmarkingC++Curated ListDistillationDocument ProcessingEvalsFine-TuningForkedKV CacheLLM ServingLarge Language ModelsLoRA / PEFTMobileModel OptimizationMultimodal AIMusic TechONNXOpenAIPyTorchQuantizationReal-Time / StreamingResearch / PapersRoboticsSpeculative DecodingSpeech to TextStable DiffusionTensorFlowTensorRTllama.cppvLLM

Use Cases

On-device Virtual AssistantsMobile Image GenerationEdge-based Speech RecognitionAutonomous Mobile NavigationReal-time Multimodal InteractionOffline AI Applications

Recent Activity

Updated 8 months ago

7 Days

0

30 Days

0

90 Days

0

Quality

research
Quality
medium
Maturity
research

Categories

RAG & RetrievalPrimaryEvals & BenchmarkingInference & ServingDev Tools & AutomationLearning ResourcesIndustry: Audio & MusicFoundation ModelsAI AgentsModel TrainingGenerative MediaRoboticsMultimodal AIEdge & Mobile AISearch & KnowledgeOther AI / ML

PM Skills

Cost & EfficiencyUser ExperienceScale & ReliabilityData & EvaluationProduct DiscoveryDeveloper PlatformAI-Native Architecture

Languages

No language breakdown recorded.

Timeline

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

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