Can I run an LLVM on my iPhone?
Asked on 07/31/2024
2 searches
Yes, you can run an LLVM on your iPhone. Apple provides a robust set of tools and frameworks to facilitate running various AI models on their devices, including iPhones.
To run a model on an iPhone, you can start with any PyTorch model and convert it into the Core ML format using Core ML tools. Core ML optimizes hardware-accelerated execution across the CPU, GPU, and neural engine, making it suitable for running a wide array of models, including large language models (LLMs) and diffusion models.
For more detailed steps on how to deploy models on Apple devices, you can refer to the session Explore machine learning on Apple platforms.
Relevant Sessions

Explore machine learning on Apple platforms
Get started with an overview of machine learning frameworks on Apple platforms. Whether you’re implementing your first ML model, or an ML expert, we’ll offer guidance to help you select the right framework for your app’s needs.

Platforms State of the Union
Discover the newest advancements on Apple platforms.

Bring your machine learning and AI models to Apple silicon
Learn how to optimize your machine learning and AI models to leverage the power of Apple silicon. Review model conversion workflows to prepare your models for on-device deployment. Understand model compression techniques that are compatible with Apple silicon, and at what stages in your model deployment workflow you can apply them. We’ll also explore the tradeoffs between storage size, latency, power usage and accuracy.