Disclosure: I work at Liquid. For local agents, LFM3-1.7B fits in about 1 GB at 4-bit, holds 256K context, and was post-trained for harnesses like Hermes Agent and OpenClaw. On WebArena-Verified it goes from 3.0 with LFM2.5-2.6B to 38.4. You can fine-tune it for your own task on one GPU.