Hugging Face BlogArticle
LFM2.5-VL-3B for Better and Faster Vision Capabilities for the Edge
Sub-4B vision-language models are becoming a crowded lane as labs race to get multimodal capability onto phones and embedded hardware without cloud latency or cost. If you need on-device visual understanding, this is worth a quick benchmark against Moondream and Qwen2-VL small variants before committing.