tech
Large Enough
The most powerful AI platform for enterprises. Customize, fine-tune, and deploy AI assistants, autonomous agents, and multimodal AI with open models.
TL;DR
- Mistral Large 2 features a 128k context window and supports dozens of languages and over 80 coding languages.
- The model is designed for single-node inference with 123 billion parameters, optimizing throughput.
- Mistral Large 2 achieves 84.0% accuracy on MMLU, setting a new benchmark for performance/cost in open models.
- It was trained on a large proportion of code, outperforming previous Mistral Large and competing with models like GPT-4o and Claude 3 Opus.
- Efforts were made to minimize hallucinations and improve accuracy, with the model acknowledging when it lacks sufficient information.
- Instruction-following and conversational capabilities are significantly improved, with better handling of precise instructions and long multi-turn conversations.
- The model excels in multilingual tasks, trained on a large proportion of multilingual data, performing strongly on multilingual MMLU.
- Mistral Large 2 has enhanced function calling and retrieval skills for complex business applications.
- It is available via la Plateforme, le Chat, and HuggingFace, with research and commercial licenses.
- Mistral AI is consolidating its platform offerings and extending fine-tuning capabilities to Mistral Large, Mistral Nemo, and Codestral.
- Partnerships with Google Cloud Platform, Azure AI Studio, Amazon Bedrock, and IBM watsonx.ai ensure global availability.