NU-TONIC raw SFT init (satellite imagery + land-cover labels)

NU-TONIC raw SFT init Satellite imagery and aligned land-cover outputs packaged as image–text rows for fine-tuning LFM-VL (leap-finetune vlm sft format). JSONL user prompts name the modality (satellite imagery vs. overhead context) where it matters. Provenance Locations: GeoGuessr-style POIs (default HF source: stochastic/random streetview images pano v0.0.2) via download geoguessr poi imagery.py. Optical: multispectral optical COGs from a public STAC catalog… See the full description on the dataset page:

Source: Hugging Face Hub (NuTonic/sat-image-boundingbox-sft). Metadata imported from the dataset’s Hub tags.