apple-aiml-research/ml-vision-transformers-ane

Reference implementation of the Transformer architecture optimized for Apple Neural Engine (ANE)

This repository contains the official implementation of the research paper, "FastViT: A Fast Hybrid Vision Transformer using Structural Reparameterization" ICCV 2023

Run transformers directly on Apple's Neural Engine in Swift bypass coreml entirely

Training neural networks on Apple Neural Engine via reverse-engineered private APIs

This repository contains the official implementation of "FastVLM: Efficient Vision Encoding for Vision Language Models" - CVPR 2025

Production LLM inference on the Apple Neural Engine — a practitioner's guide, complete with converters, Swift runtimes, and validated model manifests

This repository contains the official implementation of the research paper, "An Improved One millisecond Mobile Backbone" CVPR 2023.

Core ML model zoo for iOS/macOS — PyTorch models converted to ready-to-use .mlpackage, each with a conversion script and SwiftUI sample app. Sibling repos cover Apple's Core AI framework (iOS/macOS 27) and on-device LLMs.

Everything we actually know about the Apple Neural Engine (ANE)