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Liquid AI·Aug 12, 2026·v2.5·open source

LFM2.5-VL-3B

LFM2.5-VL-3B is a 3.1-billion-parameter vision-language model designed for high-performance, on-device inference. It features significant improvements in screen understanding, grounding, and function calling, allowing it to outperform larger models while maintaining low latency on edge hardware.

Vision-Language ModelEdge AIOn-deviceOpen-weight
overview

LFM2.5-VL-3B is a 3.1-billion-parameter vision-language model designed for high-performance, on-device inference. It features significant improvements in screen understanding, grounding, and function calling, allowing it to outperform larger models while maintaining low latency on edge hardware.

key features
  • 01Advanced screen and UI understanding for mobile, web, and desktop
  • 02Enhanced function calling and tool-use capabilities
  • 03Improved grounding performance with high-precision bounding box detection
  • 04Multi-image input reasoning support
  • 05Optimized for edge inference with support for llama.cpp, MLX, and vLLM
  • 06Non-reasoning architecture for low-latency, direct responses
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