Nanbeige4.3-33B: Handle coding and office tasks with tool use

What it does

Nanbeige4.3-33B is a text-generation model built as a large "teacher" model whose skills the creators plan to pass on to smaller models later. Its chat template has a thinking switch: it can write out its reasoning before answering, or skip that for plain replies. Giving it a list of tools lets it call outside functions.

How to use it

Load the weights from the Hugging Face page with the Transformers library, following the Quickstart. Turn thinking off for quick plain answers. The creators recommend not keeping earlier reasoning for general chat, and keeping it for multi-turn tool use, office tasks and coding helpers.

Common use cases

• Ask a quick question in English or Chinese with thinking turned off and get a direct text answer.
• Describe the functions your program offers and get responses that choose and call those functions across several conversation turns.
• Use it inside a coding helper that works through a programming task over many turns while keeping its earlier reasoning.