--- title: Deploy Mistral AI’s Voxtral on Amazon SageMaker AI description: Voxtral models from Mistral AI combine text and audio processing in a unified framework, available in 3B and 24B parameter variants. This guide demonstrates... canonical: https://daily.dev/posts/deploy-mistral-ai-s-voxtral-on-amazon-sagemaker-ai-0coeqj5xe twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: Deploy Mistral AI’s Voxtral on Amazon SageMaker AI | daily.dev og:description: Voxtral models from Mistral AI combine text and audio processing in a unified framework, available in 3B and 24B parameter variants. This guide demonstrates... og:url: https://daily.dev/posts/deploy-mistral-ai-s-voxtral-on-amazon-sagemaker-ai-0coeqj5xe og:image: https://api.daily.dev/og/posts/0CoEqJ5xe.png og:image:alt: Deploy Mistral AI’s Voxtral on Amazon SageMaker AI og:image:width: 1200 og:image:height: 630 og:locale: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # Deploy Mistral AI’s Voxtral on Amazon SageMaker AI **[AWS](https://daily.dev/sources/aws)** · 9 min read · 0 upvotes · 0 comments ## Summary Voxtral models from Mistral AI combine text and audio processing in a unified framework, available in 3B and 24B parameter variants. This guide demonstrates deploying Voxtral on Amazon SageMaker using vLLM and the Bring Your Own Container approach. The solution includes custom Docker container configuration with audio processing libraries, model deployment through SageMaker notebooks, and support for multiple use cases including transcription, multimodal understanding, and function calling from voice input. The architecture uses Amazon ECR for container storage, S3 for configuration files, and enables switching between model variants through simple configuration updates without container rebuilds. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Similar posts on daily.dev - [Run Voxtral Mini 4B Realtime on vLLM with Red Hat AI on Day 1](https://daily.dev/posts/run-voxtral-mini-4b-realtime-on-vllm-with-red-hat-ai-on-day-1-wyohmx0fj) · Red Hat Developer · 0 upvotes · 0 comments - [Voxtral-Mini-4B-Realtime for real-time speech transcription is now available in Amazon SageMaker JumpStart](https://daily.dev/posts/voxtral-mini-4b-realtime-for-real-time-speech-transcription-is-now-available-in-amazon-sagemaker-jum-y4vpyj230) · AWS · 0 upvotes · 0 comments - [Develop and Deploy Voice AI Apps with Docker](https://daily.dev/posts/develop-and-deploy-voice-ai-apps-with-docker-xgyp9ymir) · Docker · 2 upvotes · 0 comments --- Tags: [#machine-learning](https://daily.dev/tags/machine-learning), [#aws](https://daily.dev/tags/aws), [#docker](https://daily.dev/tags/docker) [View this post on daily.dev](https://daily.dev/posts/deploy-mistral-ai-s-voxtral-on-amazon-sagemaker-ai-0coeqj5xe) ```json {"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://daily.dev/#organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180},"sameAs":["https://twitter.com/dailydotdev","https://github.com/dailydotdev","https://www.linkedin.com/company/daily-dev-ltd"]},{"@type":"WebSite","@id":"https://daily.dev/#website","url":"https://daily.dev","name":"daily.dev","publisher":{"@id":"https://daily.dev/#organization"},"potentialAction":{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://daily.dev/search?q={search_term_string}"},"query-input":"required name=search_term_string"}}]} {"@context":"https://schema.org","@type":"TechArticle","headline":"Deploy Mistral AI’s Voxtral on Amazon SageMaker AI","url":"https://daily.dev/posts/deploy-mistral-ai-s-voxtral-on-amazon-sagemaker-ai-0coeqj5xe","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/deploy-mistral-ai-s-voxtral-on-amazon-sagemaker-ai-0coeqj5xe"},"datePublished":"2025-12-22T18:40:54.920Z","dateModified":"2025-12-22T18:41:17.121Z","description":"Voxtral models from Mistral AI combine text and audio processing in a unified framework, available in 3B and 24B parameter variants. 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