Mistral AI, an AI company based in France, is focused on enhancing publicly available models to achieve state-of-the-art performance. They specialize in developing fast and secure large language models (LLMs) that can be utilized for a variety of tasks, from chatbots to code generation.
We are excited to announce that two high-performing Mistral AI models, Mistral 7B and Mixtral 8x7B, will soon be accessible on Amazon Bedrock. AWS is introducing Mistral AI to Amazon Bedrock as our 7th foundation model provider, joining other leading AI companies like AI21 Labs, Anthropic, Cohere, Meta, Stability AI, and Amazon. With these two Mistral AI models, users will have the flexibility to select the optimal, high-performing LLM for their specific use case in order to develop and expand generative AI applications using Amazon Bedrock.
Overview of Mistral AI ModelsHere’s a brief overview of these highly anticipated Mistral AI models:
Mistral 7B is the initial foundation model from Mistral AI, designed to support English text generation tasks with natural coding capabilities. It is optimized for low latency with minimal memory requirements and high throughput for its size. This model is robust and accommodates various applications from text summarization and classification to text and code completion.
Mixtral 8x7B is a popular, high-quality sparse Mixture-of-Experts (MoE) model, ideal for tasks such as text summarization, question answering, text classification, text completion, and code generation.
Choosing the appropriate foundation model is crucial for successful application development. Let’s explore some key highlights that illustrate why Mistral AI models may be suitable for your use case:
Balance of cost and performance — Mistral AI’s models excel in achieving a balance between cost and performance. The utilization of sparse MoE makes these models efficient, cost-effective, and scalable while managing expenses.
Fast inference speed — Mistral AI models boast impressive inference speeds and are optimized for low latency. They also have minimal memory requirements and high throughput relative to their size, which is crucial for scaling production use cases.
Transparency and trust — Mistral AI models are transparent and customizable, enabling organizations to meet strict regulatory standards.
Accessible to a wide user base — Mistral AI models are accessible to all users, facilitating the integration of generative AI features into applications of any size.
Coming SoonMistral AI’s publicly available models will soon be accessible on Amazon Bedrock. Be sure to subscribe to this blog to be among the first to know when these models become available on Amazon Bedrock.
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Stay tuned,— Donnie
