Xinference
v2.12.0 Jul 2026

Xinference v2.12.0
Release Notes

The latest release brings model autostart, enhanced security, new model support, and powerful observability improvements.

xinference.co → pip install 'xinference==2.12.0'

🚀 Highlights

🚀

Model Autostart

Models automatically resume after system startup or recovery, reducing manual intervention and improving service continuity.

🔐

Enhanced Security & Permissions

Remote-code execution controls, API Key / User / Permission upgrades, and aligned scope isolation.

🧠

New Models

VibeThinker 1.5B / 3B, Nex-N2 series, Ornith-1.0-35B, Unlimited-OCR

📊

Observability

Grafana Dashboard split into 6 sub-panels, unified Prometheus metrics, new replica_index metric.

Community Edition
pip install 'xinference==2.12.0' or pull the latest Docker image

🆕 New Model Support

✨ New Features

📊 Monitoring Enhancements

🛠 Improvements

🐞 Bug Fixes

📚 Documentation

Enterprise Edition

🔧 Stability and operational reliability continuously optimized.