Mistral Large 2

Mistral Large 2

2024-07-27T07:01:00+00:00

Mistral Large 2

Generated by AI —— Mistral Large 2

Introducing the Mistral Large 2, the latest evolution in AI technology that sets new standards in code generation, mathematics, and reasoning. This advanced model is a significant leap from its predecessor, offering enhanced capabilities and broader language support, making it a versatile tool for developers and businesses worldwide.

Mistral Large 2 features a 128k context window, enabling it to handle extensive data inputs efficiently. It supports a wide array of languages, including major European languages like French, German, Spanish, and more, as well as Asian languages such as Chinese, Japanese, and Korean. Additionally, it supports over 80 coding languages, including Python, Java, C++, and JavaScript, ensuring comprehensive coverage for software development needs.

Designed for high-throughput single-node inference, Mistral Large 2 boasts 123 billion parameters, allowing it to perform complex tasks with impressive speed and accuracy. It is available under the Mistral Research License for research and non-commercial use, with commercial deployment requiring a Mistral Commercial License.

In terms of performance, Mistral Large 2 excels, achieving an accuracy of 84.0% on the MMLU benchmark. It outperforms its predecessor and competes with leading models like GPT-4o and Claude 3 Opus. The model has been fine-tuned to reduce 'hallucination', ensuring that its outputs are reliable and accurate. It also acknowledges when it lacks sufficient information, enhancing its practical utility.

The model's code generation and reasoning capabilities have been significantly enhanced, with improved performance on benchmarks like MultiPL-E and GSM8K. It follows instructions more precisely and handles multi-turn conversations with greater efficiency, making it ideal for complex business applications.

Mistral Large 2 is trained on a large proportion of multilingual data, excelling in languages beyond English, which is crucial for global business operations. It supports multilingual documents and performs well on the multilingual MMLU benchmark.

Function calling and tool use are also enhanced, allowing Mistral Large 2 to execute parallel and sequential function calls, making it a powerful engine for complex applications. It can be accessed via la Plateforme, with weights available on HuggingFace, and is supported by leading cloud service providers like Google Cloud Platform, Azure AI Studio, Amazon Bedrock, and IBM watsonx.ai.

In summary, Mistral Large 2 is a cutting-edge AI model that offers unparalleled performance in code generation, multilingual support, and advanced function calling. Its ability to handle complex tasks with accuracy and efficiency makes it an indispensable tool for developers and businesses looking to leverage AI in their operations.

Related Categories - Mistral Large 2

Key Features of Mistral Large 2

  • 1

    128k context window with multilingual support

  • 2

    Enhanced code generation and reasoning capabilities

  • 3

    Improved instruction following and alignment

  • 4

    Advanced function calling and tool use


Target Users of Mistral Large 2

  • 1

    AI Researchers and Developers

  • 2

    Multilingual Business Users

  • 3

    Software Engineers and Coders

  • 4

    Educational Institutions


Target User Scenes of Mistral Large 2

  • 1

    As an AI researcher, I want to leverage Mistral Large 2's advanced code generation capabilities to develop innovative AI applications

  • 2

    As a multilingual business user, I need Mistral Large 2 to accurately translate and process documents in multiple languages to support global operations

  • 3

    As a software engineer, I require Mistral Large 2 to assist in coding tasks by generating optimized code and handling complex programming languages

  • 4

    As an educator, I want to use Mistral Large 2 to enhance educational content with accurate multilingual support and advanced reasoning capabilities

  • 5

    As a developer, I need Mistral Large 2 to follow precise instructions and handle long multi-turn conversations for building interactive AI systems.