can i run an llm on my iphone
Generated on 11/30/2024
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Yes, you can run a large language model (LLM) on your iPhone. Apple provides tools and frameworks to facilitate this process. You can start with a PyTorch model and use Core ML tools to convert it into the Core ML format, which is optimized for execution on Apple devices. Core ML optimizes hardware-accelerated execution across the CPU, GPU, and neural engine, making it possible to run a wide array of models, including large language models, on iOS devices like the iPhone.
For more details, you can refer to the session Explore machine learning on Apple platforms (07:16) which covers running models on Apple devices.
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.
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.