magnitude
magnitude: Open source inference engine optimized for consumer hardware. Profiles your machine, recommends the best models for it, then downloads, tunes, and runs them. Works on Apple Silicon, NVIDIA, AMD, or nothing but a CPU.. It is ranked #174 on the Stars Radar, in Models & inference. Agentik OS starred it 89 days ago, and it has 7.7k GitHub stars.
What magnitude says about itself
Open source inference engine that tunes its kernels on your hardware to find the fastest way to run each model. 2x faster than Ollama. Works on Apple Silicon, NVIDIA, AMD, Intel, or just a CPU.
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magnitude in numbers
- Rank on the Stars Radar: #174 of 314
- 7.7k GitHub stars
- Starred by Agentik OS 89 days ago, last push 6 h ago
- Owner: magnitudedev on GitHub
- Market: Models & inference
FAQ
What is magnitude?
Open source inference engine optimized for consumer hardware. Profiles your machine, recommends the best models for it, then downloads, tunes, and runs them. Works on Apple Silicon, NVIDIA, AMD, or nothing but a CPU. Agentik OS starred it on GitHub 89 days ago; it is ranked #174 on the Stars Radar.
Is magnitude free?
It is an open-source repository on GitHub; check its license before use.
Who makes magnitude?
The GitHub account magnitudedev. The repository has 7.7k GitHub stars.
Every repository Agentik OS stars on GitHub is read and classified by AGK Intelligence: what it is, which market it belongs to, how useful and how mature. 314 repositories, 10 markets. The stars are read every 5 minutes — last update 2026-11-06 13:35 UTC. Full method.