vLLM+Open WebUI Deployment Magistral-Small-2506

1. Tutorial Introduction

Magistral-Small-2506 is the first inference model released by Mistral AI on June 10, 2025. Built on Mistral Small 3.1 (2503), it adds inference capabilities, performs SFT through Magistral Medium tracking and performs reinforcement learning on top. It is a small and efficient inference model with 24 B parameters, capable of performing long chain inference tracking before providing answers to better understand and handle complex problems, thereby improving the accuracy and rationality of answers.

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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