LFM2.5 runs agentic reasoning on-device with 2B active parameters
Liquid AI’s LFM2.5-24B-A2B gives on-device agents explicit reasoning while activating only 2B parameters per token, keeping each reasoning step cheap. It runs at 184 tokens per second on an Apple M5 Max, and scores 48.09 on LiveClaw versus 38.19 for Qwen3.6-35B-A3B. Its context window reaches 131K tokens, up from 32K in the predecessor.