1. Tutorial Introduction

Qwen3-30B-A3B-Instruct-2507 is a large language model launched by Alibaba's Tongyi Wanxiang Lab on July 29, 2025. This model is an updated version of the non-thinking mode of Qwen3-30B-A3B. Its highlight is that it can demonstrate performance comparable to Google's Gemini 2.5-Flash (non-thinking mode) and OpenAI's GPT-4o by activating only 3 billion (3B) parameters, marking a significant breakthrough in model efficiency and performance optimization. Related research papers are available. Qwen3 Technical Report .

This tutorial uses dual-card RTX A6000 resources.

2. Project Examples

3. Operation steps

1. After starting the container, click the API address to enter the Web interface

2. After entering the webpage, you can start a conversation with the model

If "Model" is not displayed, it means the model is being initialized. Since the model is large, please wait about 2-3 minutes and refresh the page.

How to use

4. Discussion

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Citation Information

The citation information for this project is as follows:

@misc{qwen3technicalreport,
      title={Qwen3 Technical Report}, 
      author={Qwen Team},
      year={2025},
      eprint={2505.09388},
      archivePrefix={arXiv},
      primaryClass={cs.CL},
      url={https://arxiv.org/abs/2505.09388}, 
}