NuTonic/

sat-vl-sft-training-ready-v1

NuTonic/sat-bbox-metadata-sft-v1 is a metadata-first, procedural VLM SFT dataset built from an existing “sat-bbox” style dataset tree (Sentinel‑2 chips + per-tile JSON metadata sidecars, optionally paired Mapbox stills). The goal is to create high-signal, production-shaped supervision for multimodal chat models:

Captioning for satellite chips Grounding (bounding boxes in normalized coordinates) for land-cover regions Class-focused captions and absence checks for… See the full description on the dataset page: https://huggingface.co/datasets/NuTonic/sat-vl-sft-training-ready-v1.