Devstral vs. Unsloth Comparison


Devstral Mistral AI	Unsloth	+	+
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About Devstral is an open source, agentic large language model (LLM) developed by Mistral AI in collaboration with All Hands AI, specifically designed for software engineering tasks. It excels at navigating complex codebases, editing multiple files, and resolving real-world issues, outperforming all open source models on the SWE-Bench Verified benchmark with a score of 46.8%. Devstral is fine-tuned from Mistral-Small-3.1 and features a long context window of up to 128,000 tokens. It is optimized for local deployment on high-end hardware, such as a Mac with 32GB RAM or an Nvidia RTX 4090 GPU, and is compatible with inference frameworks like vLLM, Transformers, and Ollama. Released under the Apache 2.0 license, Devstral is available for free and can be accessed via Hugging Face, Ollama, Kaggle, Unsloth, and LM Studio.	About Unsloth is an open source platform designed to accelerate and optimize the fine-tuning and training of Large Language Models (LLMs). It enables users to train custom models, such as ChatGPT, in just 24 hours instead of the typical 30 days, achieving speeds up to 30 times faster than Flash Attention 2 (FA2) while using 90% less memory. Unsloth supports both LoRA and QLoRA fine-tuning techniques, allowing for efficient customization of models like Mistral, Gemma, and Llama versions 1, 2, and 3. Unsloth's efficiency stems from manually deriving computationally intensive mathematical steps and handwriting GPU kernels, resulting in significant performance gains without requiring hardware modifications. Unsloth delivers a 10x speed increase on a single GPU and up to 32x on multi-GPU systems compared to FA2, with compatibility across NVIDIA GPUs from Tesla T4 to H100, and portability to AMD and Intel GPUs.
Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Not Supported iPhone Supported iPad Supported Android Supported Chromebook Not Supported	Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported
Audience Software developers and engineering teams seeking a tool to assist with code exploration, debugging, and multi-file editing tasks	Audience AI researchers and developers in need of a solution to optimize the fine-tuning and training of LLMs with reduced resource consumption
Support Phone Support Supported 24/7 Live Support Not Supported Online Supported	Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported
API Offers API Supported	API Offers API Not Supported
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing $0.1 per million input tokens Free Version Supported Free Trial Not Supported	Pricing Free Free Version Supported Free Trial Not Supported
Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software	Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software

Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Supported	Training Documentation Supported Webinars Not Supported Live Online Supported In Person Not Supported
Company Information Mistral AI Founded: 2023 France mistral.ai/news/devstral	Company Information Unsloth Founded: 2023 United States unsloth.ai/
Alternatives DeepCoder Agentica Project	Alternatives Axolotl
DeepSWE Agentica Project	LLaMA-Factory hoshi-hiyouga
Mistral Vibe Mistral AI	Devstral Mistral AI
Recursive Flint Recursive	OpenPipe
Mistral Large 3 Mistral AI View All	Helix AI View All
Categories AI Coding Models Supported AI Models Supported Open-Weight AI Models Supported	Categories AI Fine-Tuning Supported

Integrations Kaggle Supported Mistral AI Supported ChatGPT Not Supported Devstral Not Supported Gemma Not Supported Google Colab Not Supported Hugging Face Supported LFM3 Not Supported LM Studio Supported Llama Not Supported Llama 2 Not Supported Llama 3 Not Supported Mistral Code Supported Muse Glimmer Not Supported NVIDIA DRIVE Not Supported Ollama Supported Recursive Flint Not Supported Thunder Compute Not Supported Unsloth Supported Show More Integrations View All 7 Integrations	Integrations Kaggle Supported Mistral AI Supported ChatGPT Supported Devstral Supported Gemma Supported Google Colab Supported Hugging Face Not Supported LFM3 Supported LM Studio Not Supported Llama Supported Llama 2 Supported Llama 3 Supported Mistral Code Not Supported Muse Glimmer Supported NVIDIA DRIVE Supported Ollama Not Supported Recursive Flint Supported Thunder Compute Supported Unsloth Not Supported Show More Integrations View All 14 Integrations
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