Run Voxtral Mini 4B Realtime on vLLM with Red Hat AI on Day 1: A step-by-step guide

78 · Red Hat · Feb. 6, 2026, 7:35 p.m.
Summary
This guide explores the deployment of the Voxtral Mini 4B Realtime speech recognition model using the Red Hat AI Inference Server and vLLM framework. It highlights the model's features, including low-latency ASR capabilities and multilingual support, outlines the deployment process, and provides a sample code to help developers integrate Voxtral into their applications. The post emphasizes the importance of real-time processing in generative AI and the benefits of open infrastructure for immediate experimentation with new AI models.