The French Company with the Flashy Open-Source AI Models

In the ever-evolving landscape of artificial intelligence, Mistral AI, a fledgling French company, has taken the industry by storm with its remarkable journey from inception to securing substantial funding. Despite them originally possessing a simple website and the absence of an established team or product, Mistral recently raised a significant $113 million, signaling its prominence and potential in the AI domain.

Mistral-7B: An Impressive Inaugural Model

At the core of Mistral’s rapid ascent is its first creation, the Mistral-7B model.

This 7-billion-parameter model has not only captured the industry’s attention but has also earned acclaim for its impressive performance in various facets.

Mistral-7B has managed to surpass models of comparable size, including Meta’s LLaMa-7B, and even outperformed a larger 13-billion-parameter model in several benchmark assessments.

Its optimization for cost-efficiency, suitability for processing large batches, and high throughput have added to its appeal.

Innovative Features Enhancing Efficiency

Mistral-7B introduces groundbreaking features, such as Slided-Window Attention, a mechanism that limits the number of connections each word can…