mtlm-router / catalog / eq_tone
eq_tone@0.2.0 · 6 routes
Classifies the tone of short workplace messages — angry, neutral, pleased, urgent, informative. Honest demo lane: kept to show what a partial lane looks like.
holdout 50.3% (n=4995) · floor conf≥0.9 · oos recall 88%
Free demo endpoint, no signup. Same call your agent would make.
confused, distressed, frustrated, neutral, oos, positive
~50% accuracy — the trunk ceiling for 6-way tone at 7M params. Triage-only at conf≥0.9 (~5% automation). A v3 retrain was evaluated and rejected. Not for production.
python3 tools/lane_install.py eq_tone@0.2.0 --apply --appliance .
sha256: 2e2c608b1935731c0553a35b… · Apache-2.0 · download lanepack
A private lane on your taxonomy — trained, calibrated, exclusive. €149 / domain, 3 business days.
Get a lane like this pricing →generated by tools/render_lanes.py · source: index.json