Jan Nano is a fine-tuned language model built on top of the Qwen3 architecture. Developed as part of the Jan ecosystem, it balances compact size and extended context length, making it ideal for efficient, high-quality text generation in local or embedded environments.

Features

Tool Use: Excellent function calling and tool integration
Research: Enhanced research and information processing capabilities
Small Model: VRAM efficient for local deployment

Use it with Jan (UI)

Install Jan using Quickstart

Original weight: https://huggingface.co/Menlo/Jan-nano

Recommended Sampling Parameters

Temperature: 0.7
Top-p: 0.8
Top-k: 20
Min-p: 0

📄 Citation

bibtex

@misc{dao2025jannanotechnicalreport,
      title={Jan-nano Technical Report}, 
      author={Alan Dao and Dinh Bach Vu},
      year={2025},
      eprint={2506.22760},
      archivePrefix={arXiv},
      primaryClass={cs.CL},
      url={https://arxiv.org/abs/2506.22760}, 
}

Documentation

Setup, Usage & FAQ

Menlo/Jan-nano-gguf

Jan Nano

Overview

Features

Use it with Jan (UI)

Recommended Sampling Parameters

📄 Citation

Documentation

Menlo/
Jan-nano-gguf