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Repositories in this selection 10 · UTC 2026-11-04
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1—Nnats-io / nats-serverHigh-Performance server for NATS.io, the cloud and edge native messaging system.GoApache-2.0 · PermissiveInsufficient rank history20,9902,027——2026-11-03
2—Ccactus-compute / needleAutomation 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.PythonApache-2.0 · PermissiveInsufficient rank history14,4471,010——2026-11-02
3—Uultralytics / yolov3PyTorch implementation of YOLOv3, YOLOv3-SPP, and YOLOv3-tiny for real-time object detection with training, validation, inference, and multi-format export.PythonAGPL-3.0 · Share derivative sourceInsufficient rank history10,6313,412——2026-11-01
4—Ggoogle-ai-edge / LiteRT-LMAuthor description: LiteRT-LM is Google's production-ready, high-performance, open-source inference framework for deploying Large Language Models on edge devices.C++Apache-2.0 · PermissiveInsufficient rank history6,805780——2026-11-03
5—Ccactus-compute / cactusQuantization, kernels, runtime and inference engine for mobiles, wearables, smart home and robots.C++NOASSERTION · Restricted / unknownInsufficient rank history6,174516——2026-09-26
6—Bbeclab / OlaresOpen-Source Personal Cloud OS for Always-On AgentsGoAGPL-3.0 · Share derivative sourceInsufficient rank history5,336332——2026-11-03
7—FFractal-Compute-Orchestrations / FractalAndroidA human-centric, resource-aware Android node for edge computing and federated learning. Orchestrates distributed intelligence with privacy-first localization and empathetic hardware management.KotlinNOASSERTION · Restricted / unknownInsufficient rank history4,8940——2026-08-22
8—FFedML-AI / FedMLFEDML - The unified and scalable ML library for large-scale distributed training, model serving, and federated learning. FEDML Launch, a cross-cloud scheduler, further enables running any AI jobs on any GPU cloud or on-premise cluster. Built on this library, TensorOpera AI (https://TensorOpera.ai) is your generative AI platform at scale.PythonApache-2.0 · PermissiveInsufficient rank history4,070770——2025-10-28
9—00xShug0 / audio.cppAn all-in-one, pure C++ inference engine for audio models, powered by ggml. Supports TTS, STT, VAD, voice conversion, music generation, and more, with highly optimized performance. No Python dependency.C++NOASSERTION · Restricted / unknownInsufficient rank history3,949480——2026-11-02
10—Mmulgadc / spinifexOpen-source, AWS-compatible cloud for bare-metal, edge and on-premise. Run existing AWS CLI, SDK and Terraform workflows against EC2, EBS, S3, VPC, IAM, EKS and RDS on your own servers.GoAGPL-3.0 · Share derivative sourceInsufficient rank history40827——2026-11-03
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