JustVugg/colibri
A C inference engine that streams MoE experts from NVMe to run large models on limited hardware.
As of Nov 11, 2026, JustVugg/colibri has 49,856 GitHub stars, +1,940 since Nov 5, 2026, #5 among Model & inference repos this week.
- Total stars
- 49,856
- Last day
- +284
- Since Nov 5, 2026
- +1,940
- Weekly rank
- #44
- Category
- Model & inference repos
- Language
- C
Stars gained per day
Nov 5, 2026 – Nov 10, 2026 · peak +368/day
Links
colibri alternatives in Model & inference repos
- cactus-compute/cactus · 14,655 ★ · +8,475 /7dCactus is an edge inference engine with custom quantization, kernels and a graph runtime for mobile and embedded LLMs.
- NVIDIA/auto-ontology · 11,636 ★ · +5,497 /7dNVIDIA framework that builds semantic ontology layers over enterprise metadata to ground LLM and agent queries.
- Niko1221/Strata · 43,034 ★ · +2,772 /7dStrata is a local inference engine running Qwen3.8-Flash-Next on consumer hardware.
- tashfeenahmed/freellmapi · 50,463 ★ · +2,723 /7dAggregates free tiers from 34 LLM providers into one OpenAI-compatible endpoint with routing and failover.
- Alishahryar1/free-claude-code · 68,398 ★ · +1,854 /7dA proxy that routes Claude Code and other coding agents to 61 free and paid model providers.
- Zagitta/gpu-unlock · 18,630 ★ · +1,765 /7dPatches Linux to unlock full tensor-core throughput on GeForce RTX 20/30/40 GPUs.
- cheaper-inference/OmniRoute · 86,392 ★ · +1,720 /7dOpen-source MIT AI gateway routing one endpoint to 375 providers and 1,400+ models.
- rohitg00/ai-engineering-from-scratch · 78,406 ★ · +1,480 /7dOpen-source AI engineering curriculum with 542 lessons covering model internals, retrieval, and agent runtimes.
Badge for your README
Data: daily star-total snapshots from the GitHub GraphQL API; stars gained = difference between snapshots. GitHub search and GH Archive are used to find repos. Updated daily around 02:30 UTC, counting through the last complete UTC day. · By Kai
How we rank · Weekly archive · RSS · JSON API