GLiREL — Ghost B v1 (Polymath)

Fine-tuned GLiREL relation-extraction model for Polymath's local "Ghost B" ingestion lane. Predicts the 30-predicate Ghost B schema over GLiNER-extracted entities, fully on-device (no cloud).

Base encoder: microsoft/deberta-v3-large
Predicates: 30 (see labels.json)
Best-F1 threshold: 0.40
Pairs with: GLiNER urchade/gliner_medium-v2.1 (entity pass)

Use in Polymath

python scripts/bootstrap_models.py --gliner torch --glirel-custom

This downloads the checkpoint to models/glirel_ghost_b_v1/best/, where the extraction sidecar loads it by default. Or point GLIREL_CKPT_DIR at this repo id directly.

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