apple-aiml-research/ml-fastvit

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

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

This repository contains the official implementation of the research papers, "MobileCLIP" CVPR 2024 and "MobileCLIP2" TMLR August 2025

Official codebase used to develop Vision Transformer, SigLIP, MLP-Mixer, LiT and more.

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".

This repository provides the code and model checkpoints for AIMv1 and AIMv2 research projects.

MambaOut: Do We Really Need Mamba for Vision? (CVPR 2025)

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

PyTorch implementation of MAE https//arxiv.org/abs/2111.06377