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LFM2.5

Liquid AI's LFM2.5-1.2B model family is a next-generation on-device AI release optimized for edge deployment with text, vision, audio, and Japanese language...

Introduction

Liquid AI's LFM2.5-1.2B model family represents a significant advancement in on-device AI, building on the LFM2 device-optimized architecture. This release includes Base, Instruct, Japanese, Vision-Language, and Audio-Language models, all optimized for instruction following to enable private, fast, always-on intelligence on any device.

Key Features:

  • Text Models: LFM2.5-1.2B-Instruct delivers top performance in knowledge, instruction following, math, and tool use benchmarks with blazing inference speed.
  • Japanese Model: LFM2.5-1.2B-JP is specifically optimized for Japanese language with state-of-the-art knowledge and instruction-following capabilities.
  • Vision-Language Model: LFM2.5-VL-1.6B offers improved multi-image comprehension and multilingual vision understanding across seven languages.
  • Audio-Language Model: LFM2.5-Audio-1.5B processes speech and text natively with 8x faster audio detokenization than its predecessor.
  • Deployment Support: Day-zero support across llama.cpp, MLX, vLLM, ONNX, and LEAP platforms with optimized performance on AMD and Qualcomm NPUs.

Use Cases:

  • Local copilots and in-car assistants
  • Japanese-language applications requiring cultural nuance
  • Multimodal on-edge applications with vision and audio processing
  • IoT devices, mobile devices, and embedded systems
  • Enterprise deployments requiring open-weight, customizable models

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