LLMs & Models4 min read
On-device AI agents
LFM2.5-2.6B: the tiny agent that outruns models 4x its size
Liquid AI's LFM2.5-2.6B fits an agentic model into 2.6B parameters and under 2.5 GB of memory, topping every instruction-following benchmark it was tested on. It runs 220 tokens/s on a laptop; coding is the one clear gap.
2026-08-12