NoeFlandre/osm-polygon-sentence-classifier

OSM Polygon Sentence Classifier

This public repository contains organized, immutable outputs for the OSM polygon sentence-classification studies.

Repository layout

• Final model: studies/place-relevance-v2-ablations/a04-head-lr1e-3/run-a4d7a6500ac2c19fb18d/final/ (load with the Transformers subfolder argument).
• Complete checkpoints: studies/place-relevance-v2-ablations/a04-head-lr1e-3/run-a4d7a6500ac2c19fb18d/checkpoints/step-N/.
• Each run has its own experiment and run directory; no model files are stored at the repository root.

Study registry

• Completed landuse ablations: studies/landuse-v1/README.md.

• Protocol: studies/landuse-v1/study.json.

• Results: studies/landuse-v1/results.json.

• Worldwide V2 baseline: studies/place-relevance-v2/README.md.

• Protocol: studies/place-relevance-v2/study.json.

• Results: studies/place-relevance-v2/results.json.

• Worldwide V2 ablations: studies/place-relevance-v2-ablations/README.md.

• Ablation protocol: studies/place-relevance-v2-ablations/study.json.

• Ablation results: studies/place-relevance-v2-ablations/results.json.

Experiment tracking

• V1 landuse: NoeFlandre/osm-polygon-sentence-classifier-trackio. Static data bucket: NoeFlandre/osm-polygon-sentence-classifier-trackio-data.
• V2 place relevance: NoeFlandre/osm-polygon-sentence-classifier-v2-trackio. Static data bucket: NoeFlandre/osm-polygon-sentence-classifier-v2-trackio-data.

Training identity

• Task: place-relevance-v2
• Task description: place relevance
• Base model: jhu-clsp/mmBERT-small
• Base-model revision: abc32620dd4f6ab06f5fbe905dc25f310618e09f
• Run directory: studies/place-relevance-v2-ablations/a04-head-lr1e-3/run-a4d7a6500ac2c19fb18d
• Current run Trackio dashboard: NoeFlandre/osm-polygon-sentence-classifier-v2-trackio

The generated model card inside the final directory contains the recorded configuration and evaluation metrics.