Signalement municipal (français)

free · demo

civic_fr@0.2.1 · 12 routes

Trie les signalements citoyens en français — lampadaire en panne, nid de poule, dépôt sauvage, encombrants — vers une taxonomie d'actions municipales, avec refus calibré hors-scope.

holdout 98.8% (n=330) · qhat 0.746 · oos recall 68%

Try it live — pinned to expert:"civic_fr"

Free demo endpoint, no signup. Same call your agent would make.

Taxonomy (12 routes)

activites_commerciales, oos, arbres_vegetation, autre, eau, eclairage, graffiti_affiches, mobilier_urbain, objets_encombrants, proprete_dechets, stationnement_epaves, voirie_trottoir

Honest limits

Natural-phrasing augmented v3w head (110 handwritten rows): 22/22 on natural probes, calibrated qhat 0.746. French only.

Install

python3 tools/lane_install.py civic_fr@0.2.1 --apply --appliance .
python3 tools/lane_repro.py civic_fr-0.2.1.lanepack.tar.gz --url http://localhost:8402   # re-run the published eval yourself

sha256: 12e6803c49b9a9760ddad68a… · Apache-2.0 · download lanepack

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generated by tools/render_lanes.py · source: index.json