Run LFM2.5-230M locally on a CPU or small VPS
Serve Liquid AI's 230M model with a pinned llama-server build on a 1 or 2 vCPU box, then test where it extracts clean JSON and where its reasoning fails.
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Run LFM3 on a VPS with Ollama or llama.cpp
Ollama v0.40.13 supports LFM3 on Linux VPSs. Pull lfm3:1.7b, record its digest, set context, compare llama.cpp, and measure tokens per second yourself.