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Liquid AI's LFM2.5-2.6B runs a 128K agent…
LFM2.5-2.6B is a 2.6B open-weight agent model that stays under 2.5GB, hits 220 tok/s on an M5 Max, and beats Qwen3.5-9B on most tool-use benchmarks. Here is how to wire it into Hermes, OpenClaw, or Pi through a local OpenAI-compatible endpoint.