Devstral: Fine-tuning Language Models for Coding Agent Applications

We introduce Devstral-Small, a lightweight open source model for code agents with the best performance among models below 100B size. In this technical report, we give an overview of how we design and develop a model and craft specializations in agentic software development. The resulting model, Devstral-Small is a small 24B model, fast and easy to serve. Despite its size, Devstral-Small still attains competitive performance compared to models more than an order of magnitude larger.

Publication Details

Journal
ArXiv.org
Published
2025-08-08
Primary Topic
Fungal and yeast genetics research
Type
article
Field-Weighted Citation Impact
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article

Devstral: Fine-tuning Language Models for Coding Agent Applications

ArXiv.org
Fungal and yeast genetics research
article

Devstral: Fine-tuning Language Models for Coding Agent Applications

article en

Abstract

We introduce Devstral-Small, a lightweight open source model for code agents with the best performance among models below 100B size. In this technical report, we give an overview of how we design and develop a model and craft specializations in agentic software development. The resulting model, Devstral-Small is a small 24B model, fast and easy to serve. Despite its size, Devstral-Small still attains competitive performance compared to models more than an order of magnitude larger.

ArXiv.org
Industry, innovation and infrastructure
Openalex Percentile: Top 47%
Fungal and yeast genetics research
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Devstral: Fine-tuning Language Models for Coding Agent Applications · ArXiv.org (2025) | TGRS Research Map | TGRS