Mistral AI Company Research Report

Company Overview

• Name: Mistral AI

• Mission: To make frontier AI ubiquitous and provide tailor-made AI to all builders, emphasizing independence, openness, portability, customizability, and advanced technology.

• Founded: No information is available.

• Founders: No information is available.

• Key People: No information is available.

• Headquarters: No information is available.

• Number of Employees: No information is available.

• Revenue: No information is available.

• Known For: Mistral AI is known for creating efficient, helpful, trustworthy AI models through ground-breaking innovations, open-source generative technologies, and for providing a high level of customization and portability in their AI models.

Products

General Purpose Models

1. Mistral Nemo

• Description: A state-of-the-art 12B small model built in collaboration with NVIDIA.

• Key Features:

• Most powerful model in its size category.

• Available under Apache 2.0 license.

• Multi-lingual support (European languages, Chinese, Japanese, Korean, Hindi, Arabic).

• Large context window of 128K tokens.

2. Mistral Large 2

• Description: Top-tier reasoning model for high-complexity tasks.

• Key Features:

• Multi-lingual support (European languages, Chinese, Japanese, Korean, Hindi, Arabic).

• Large context window of 128K tokens.

• Native function calling capacities and JSON outputs.

• High coding proficiency (80+ coding languages).

Specialized Models

1. Codestral

• Description: A Mistral model trained specifically for coding tasks.

• Key Features:

• Trained on 80+ programming languages (e.g., Python, Java, C, C++, PHP, Bash).

• Optimized for low latency.

• Context window of 32K tokens.

2. Mistral Embed

• Description: Model for extracting representation of text extracts.

• Key Features:

• English-only.

• Achieves a retrieval score of 55.26 on the Massive Text Embedding Benchmark (MTEB).

Research Models

1. Codestral Mamba

• Description: Mamba2 language model for coding tasks.

• Key Features:

• Context window of 256K tokens.

• 7.3B parameters.

• Licensed under Apache 2.0.

2. Mathstral

• Description: Variant optimized for solving advanced mathematics problems.

• Key Features:

• Context window of 32K tokens.

• 7B parameters.

• Licensed under Apache 2.0.

3. Mixtral

• Description: Semantic model for text extraction.

• Key Features:

• Available in 8x7 and 8x22 sizes.

• Licensed under Apache 2.0.

Platform

• La Plateforme

• Description: Centralized developer platform to access Mistral AI's models.

• Key Features:

• Models hosted on Mistral's infrastructure in Europe.

• Secure by design with encrypted data.

• Guides and community support for building applications.

• Flexible deployment options including serverless APIs, public cloud, and on-prem.

Recent Developments

1. Mistral Large 2 (Announced July 24, 2024)

• Description: New generation of the flagship model, significantly enhanced in code generation, mathematics, reasoning, multilingual support, and function calling.

2. Mistral NeMo (Announced July 18, 2024)

• Description: A state-of-the-art 12B model with a 128K context window, built with NVIDIA, available under Apache 2.0 license.

3. Codestral Mamba (Announced July 16, 2024)

• Description: A Mamba2 language model specialized in code generation, available under Apache 2.0 license.

4. Mathstral (Announced July 16, 2024)

• Description: First Mathstral model optimized for math reasoning and scientific discovery, with a context window of 32K tokens, published under Apache 2.0 license.

5. My Tailor is Mistral (Announced June 5, 2024)

• Description: Fine-tuning and deployment of custom Mistral models via the fine-tuning API and SDK.

Partnerships

• Lamini

• Description: Customers can build custom LLMs with Mistral.

• OctoAI

• Description: Delivers Mistral to its users.

• MongoDB

• Description: Enables enterprises to create real-time AI applications.

• CMA CGM

• Description: Empowers workforce with Mistral.

• Orange

• Description: Creates personalized marketing messages with Mistral.

• BNP Paribas

• Description: Leverages Mistral for business applications.

• Pretto

• Description: Improves customer experience with Mistral.

• Cloudflare

• Description: Uses Mistral on the Workers AI platform.

• Brave

• Description: Powers web browser with Mistral.

• HuggingFace

• Description: Offers user assistance with Mistral.

• Lindy

• Description: Allows users to create AI agents with Mistral.

• Arcane

• Description: Enhances gaming experience using Mistral.