The key features and benefits of Les Ministraux models include:

• Compute-efficient and low-latency processing, making them suitable for critical applications that require local processing, such as on-device translation, internet-less smart assistants, local analytics, and autonomous robotics.
• A context window of 128,000 tokens, allowing them to ingest roughly the length of a 50-page book, making them suitable for a wide range of applications, from basic text generation to complex tasks that require processing large amounts of data.