ml-fastvlm
This repository contains the official implementation of "FastVLM: Efficient Vision Encoding for Vision Language Models"
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FastVLM: Efficient Vision Encoding for Vision Language Models This is the official repository of FastVLM: Efficient Vision Encoding for Vision Language Models. (CVPR 2025) Highlights We introduce FastViTHD, a novel hybrid vision encoder designed to output fewer tokens and significantly reduce encoding time for high-resolution images. Our smallest variant outperforms LLaVA-OneVision-0.5B with 85x faster Time-to-First-Token (TTFT) and 3.4x smaller vision encoder. Our larger variants using Qwen2-7B LLM outperform recent works like Cambrian-1-8B while using a single image encoder with a 7.9x faster TTFT. Demo iOS app to demonstrate the performance of our model on a mobile…
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