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Trending on GitHub

Monday, September 14, 2026 · 2 stories, curated & summarized — click any story for the source.

GitHub Trending (daily) githubrepos ↺ since 09-11 ⚠ unverified date/source

Colibri: Pure C MoE Engine Streaming Experts from Disk to Consumer Hardware

Colibri is a lightweight inference engine written in pure C that allows running massive Mixture-of-Experts models (up to 2.8T parameters) on consumer-grade hardware. It eliminates external engine dependencies by implementing AI memory multitiering, treating storage, RAM, and VRAM as a unified hierarchy to stream experts from disk. The project currently supports nine major model families, including GLM-5.3, Kimi K3, and DeepSeek V4 variants, via a single C file per model.

  • Zero dependency C engine reduces deployment friction and binary size for edge or local inference.
  • Memory multitiering enables running 744B-2.8T parameter MoE models on hardware without massive VRAM.
  • Supports diverse architectures like GLM-5.3, Kimi K3, and DeepSeek V4 via a unified CLI/web interface.
  • Single C file per model simplifies integration and reduces maintenance overhead for custom deployments.
GitHub Trending (daily) githubrepos ↺ since 09-13 ⚠ unverified date/source

MathModelAgent: Automated Math Modeling and Paper Generation Agent

MathModelAgent is a specialized tool designed to automate mathematical modeling tasks and generate complete, submission-ready papers. It operates as an agent with integrated skills, handling the workflow from model creation to final documentation. A dedicated desktop application is available for macOS and Windows, bundling Claude Code and necessary skills to simplify setup.

  • Automates the entire math modeling process, including paper generation.
  • Desktop app bundles Claude Code and skills, requiring only an API key.
  • No Python, Node.js, or Redis installation needed for the desktop version.
  • Supports macOS (Apple Silicon and Intel) and Windows 64-bit systems.
  • Ideal for researchers needing rapid prototyping of mathematical models.
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