mistral

The Mistral model is mentioned in several sessions at WWDC 2024, particularly in the context of machine learning and AI. Here are the relevant sessions and some details:

1. Accelerate machine learning with Metal

   • Chapter: MPS Graph viewer
   • Discusses the use of the Mistral model with 7 billion parameters, converted to Core ML, and how to visualize and understand the structure of the graph using the new MPS Graph viewer in Xcode 16.

2. Deploy machine learning and AI models on-device with Core ML

   • Chapter: Models with state
   • Demonstrates the performance improvements when using stateful models, specifically comparing the KV cache implementations using the Mistral 7 billion model on a MacBook Pro with an M3 Max chip.

3. Bring your machine learning and AI models to Apple silicon

   • Chapter: Stateful model
   • Provides a detailed walkthrough on preparing the Mistral 7 billion model for Apple silicon, including making the model stateful and handling KV cache efficiently.

These sessions provide a comprehensive overview of how the Mistral model is utilized and optimized for Apple's hardware and software ecosystem.