On|Device AI Models and Core ML Tools

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

Learn new ways to optimize speed and memory performance when you convert and run machine learning and AI models through Core ML.

Core ML - Machine Learning - Apple Developer

Updates to Core ML will help you optimize and run advanced generative machine learning and AI models on device faster and more efficiently. Core ML Tools ...

Machine Learning - Apple Developer

Core ML delivers blazingly fast performance on Apple devices with easy integration of machine learning and AI models into your apps. Convert models from popular ...

On-Device AI Models and Core ML Tools: Insights From WWDC 2024

Apple has released updates to its Core ML tools. The updates are aimed at improving the efficiency and effectiveness of deploying machine learning (ML) models ...

Bring your machine learning and AI models to Apple silicon

WWDC24 · Deploy machine learning and AI models on-device with Core ML · Explore machine learning on Apple platforms · Support real-time ML inference on the CPU ...

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

Learn new ways to optimize speed and memory performance when you convert and run machine learning and AI models through Core ML.

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

Learn new ways to optimize speed and memory performance when you convert and run machine learning and AI models through Core ML. We'll cover new options for ...

apple/coremltools: Core ML tools contain supporting tools ... - GitHub

Convert trained models to the Core ML format. · Read, write, and optimize Core ML models. · Verify conversion/creation (on macOS) by making predictions using Core ...

Apple embraces open-source AI with 20 Core ML models on ...

Delangue emphasized the importance of on-device AI, stating, “Core ML models run strictly on the user's device and remove any need for a network ...

Core ML & Core ML Tools: Deploy your model on-device | by Dain

Core ML is a framework developed by Apple which enables running the machine learning model directly on the user's device.

WWDC 24: Running Mistral 7B with Core ML - Hugging Face

This software stack allows you to run ML models across all 3 compute units (CPU, GPU & Neural Engine) available on Apple Silicon hardware. In ...

Multifunction Models — Guide to Core ML Tools - Apple

For an example, see the “Deploy machine learning and AI models on-device with Core ML” session video in WWDC 2024 to learn more about integrating multifunction ...

Integrating AI in Mobile Apps: CoreML, TensorFlow Lite, Create ML

To make predictions or use any of the machine learning frameworks, you need a CoreML model. Developers can either use pre-trained models available from Apple or ...

Use Core ML Tools for machine learning model compression - Videos

Explore comparisons between compression during the training stages and on fully trained models, and learn how compressed models can run even faster when your ...

Swift Machine Learning: Using Apple Core ML - Bugfender

Create ML is a great tool for training the custom machine learning models on macOS. It works without the need of a detailed programming ...

coreml-projects (Core ML Projects) - Hugging Face

Apple Core ML – Build intelligence into your apps with Core ML ... Core ML is optimized for on-device performance of a broad variety of model types by leveraging ...

Do people actually use CoreML? : r/iOSProgramming - Reddit

Most of the apps I'm seeing seem to connect to some sort of an external AI/ML API (like ChatGPT) instead of running the models on-device (which ...

likedan/Awesome-CoreML-Models - GitHub

We've put up the largest collection of machine learning models in Core ML format, to help iOS, macOS, tvOS, and watchOS developers experiment with machine ...

Exploring Use Cases of Core ML Tools - Fritz ai

On-device model training is one of the biggest advancements in Core ML 3. It allows us to personalize models from the device itself, without ...

Use Core ML Tools for machine learning model compression | Apple

... machine learning models in your app with Core ML Tools ... WWDC24: Deploy machine learning and AI models on-device with Core ML | Apple.