system-one: calibrated local models on Apple MLX

An independent Jev-inspired model and serving project for Apple Silicon. Fine-tuned open backbones return Choice, Score and Noul probabilities through a Jev-shaped API, with calibration artifacts and worked use cases.

Notes

The published tiers use Qwen3-0.6B and an 8-bit MiniCPM5-2B model; the quality-tier download is 2.5 GB. The runtime also supports fitting temperatures to a workload through a calibration endpoint.

source-backed — Public repository, docs or live artifact. About this label

Destinations

Filed under

• #local-models
• #mlx
• #calibration
• #open-source

In collections

• Local & replica models →