Apple's FastVLM: Efficient vision encoding for vision language models

Apple researchers have developed FastVLM, a new vision language model that significantly improves accuracy and efficiency for visual understanding tasks. FastVLM uses a hybrid architecture visual encoder designed for high-resolution images, enabling faster and more accurate processing compared to existing models. This advancement allows for real-time, on-device applications while maintaining high accuracy.