One-click Deployment of Qwen3-30B-A3B-Instruct-2507

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 Qwen3-30B-A3B in non-thinking mode. Its highlight is that with only 3 billion (3B) parameters activated, it can demonstrate super strength comparable to Google's Gemini 2.5-Flash (non-thinking mode) and OpenAI's GPT-4o, marking a major breakthrough in model efficiency and performance optimization. The related paper results are "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}, 
}