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edge-ai GitHub repositories

Explore 8 tracked GitHub repositories tagged edge-ai. Compare their recorded star activity and implementation languages, then follow related topics to find other projects.

Snapshot: 2026-10-28. The collection gained 95 stars since the previous daily snapshot.

Tracked repositories: 8
Total stars: 22,073
Stars gained · 7 days: +337
Stars gained · 30 days: +1,822

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Star activity for edge-ai repositories on this page
Repository	Total stars	Today	7 days	30 days
cactus-compute/needle	14.4K	+24	+212	+1,589
off-grid-ai/OGAM	3.3K	+10	+77	+116
microsoft/Biodiversity	1.1K	+0	+0	+11
feder-cr/jev	921	+4	+0	+0
Helldez/BigMoeOnEdge	678	+10	+37	+83

Explore repositories

Showing 1–8 of 8 tracked repositories.

cactus-compute/needle

Automation foundation model for tiny devices: 2-bit, 8-29 MB, tool calls, ASR, structured extraction and embeddings on phones, wearables, smart homes, robots, cars and microcontrollers.

★ 14.4K+24 todayPython

llm tool-calling

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The Swiss Army Knife of Offline AI. Chat, see, speak, and generate images on your phone or Mac — GGUF LLMs, vision, Whisper speech-to-text, Stable Diffusion, tool calling, and local-network servers. Runs on your CPU, GPU, or NPU. No account, no API key, zero data leaves your device.

microsoft/Biodiversity

Microsoft AI for Good Lab — Biodiversity research hub. Open-source AI models, edge devices, and tools for biodiversity monitoring and conservation. Your source for MegaDetector, SPARROW, PytorchWildlife, Bioacoustics, and more.

★ 1.1K+0 todayPython

machine-learning deep-learning

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feder-cr/jev

jevos: an open-source alternative to Jev and Microsoft-Decision-1. Yes/no decisions, choices and scores with probabilities, on your laptop's CPU.

Helldez/BigMoeOnEdge

Run MoE models bigger than your RAM. Frontier-size MoE on a phone, laptop, edge. Lossless, on stock llama.cpp. An adaptive streaming optimizer. Any hardware, any OS, any model, any quantization, behind a local OpenAI-compatible server.

★ 678+10 todayC++

llm inference

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DenisovAV/flutter_edge_ai

On-device AI for Flutter — Gemma and other LLMs, multimodal, function calling, embeddings, RAG and speech on Android, iOS, Web, macOS, Windows and Linux.

★ 649+2 todayDart

llm rag

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