FastVLM by Apple

FastVLM is an open-source vision-language model developed by Apple that uses a novel hybrid encoder called FastViTHD to process high-resolution images with high efficiency. It achieves a major reduction in visual token counts, delivering dramatic improvements in time-to-first-token (TTFT) and enabling lightweight, privacy-focused multimodal AI capabilities directly on consumer hardware and edge devices.