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Ministral 8B

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Description

Coast is a unique memory system tailored for you and your agents, functioning as a constant screen recording application that utilizes secure, local inference on Apple’s Neural Engine to enhance your personal context. Specifically crafted for Mac, Coast discreetly tracks your screen activities in the background while adhering to the privacy settings you establish. Upon installation, users must provide permissions for screen recording and accessibility, enabling the app to document user actions and create a searchable archive of their visual experiences. Coast empowers users to navigate through their personal history, efficiently traverse a visual timeline, and revisit previous activities without depending on cloud services. By prioritizing a local-first model, it ensures that all inference happens directly on the device, thereby making personal context readily accessible while safeguarding privacy and user autonomy. Not only does the app serve as an individual memory repository, but it also acts as a valuable resource for AI agents, fostering a seamless integration of personal insights. This dual functionality enhances both user experience and the effectiveness of AI interactions.

Description

Mistral AI has unveiled two cutting-edge models specifically designed for on-device computing and edge use cases, collectively referred to as "les Ministraux": Ministral 3B and Ministral 8B. These innovative models stand out due to their capabilities in knowledge retention, commonsense reasoning, function-calling, and overall efficiency, all while remaining within the sub-10B parameter range. They boast support for a context length of up to 128k, making them suitable for a diverse range of applications such as on-device translation, offline smart assistants, local analytics, and autonomous robotics. Notably, Ministral 8B incorporates an interleaved sliding-window attention mechanism, which enhances both the speed and memory efficiency of inference processes. Both models are adept at serving as intermediaries in complex multi-step workflows, skillfully managing functions like input parsing, task routing, and API interactions based on user intent, all while minimizing latency and operational costs. Benchmark results reveal that les Ministraux consistently exceed the performance of similar models across a variety of tasks, solidifying their position in the market. As of October 16, 2024, these models are now available for developers and businesses, with Ministral 8B being offered at a competitive rate of $0.1 for every million tokens utilized. This pricing structure enhances accessibility for users looking to integrate advanced AI capabilities into their solutions.