Seeing AI from the right angle.
Free, open tools, resources, reports, and data that show what AI systems actually do.
A graphometer is a surveyor's instrument for measuring angles. We took the name seriously.
Graphometer Droplet
An independent compatibility kit for Liquid LFMs. A small command line tool that diagnoses how a locally served model handles tool calling, repairs what a chat template drops, and verifies the result against recorded fixtures.
Field card: LFM2.5-2.6B
A measured field card for Liquid AI's new small model: the context window as measured, which file to download, the output budget it really needs, and which sampling settings are actually in effect. Every number from recorded runs.
Field card: Kimi K3
The complete 2.78-trillion-parameter Kimi K3, topology intact under a 1-bit expert build, generating on one desktop at about 0.2 tokens per second. Placement arithmetic worked out before loading, phase telemetry, and speeds with nothing softened. Every number from recorded runs or the model files themselves.
Graphometer Workbench
A local interface for the Grok Build coding agent, for people who direct AI agents without living in a terminal. It puts the agent's sessions, its work as it happens, and the moments it stops to ask a question into one plain, readable window.
Field reports on the models we study, curated local AI kits that are honest about hardware, datasets built to fix measured weaknesses, and small tools that make good models easier to live with.