NU-TONIC raw SFT Full Satellite imagery and aligned land-cover outputs packaged as image–text rows for fine-tuning in SFT format. JSONL user prompts name the modality (satellite imagery vs. overhead context) where it matters. Provenance Locations: GeoGuessr-style POIs (source: stochastic/random_streetview_images_pano_v0.0.2) Optical: Sentinel-2 multispectral optical COGs from a public STAC catalog, blue/green/red or visual preview, percentile-stretched to uint8. Labels:… See the full description on the dataset page: https://huggingface.co/datasets/PEBE691445/sat-image-boundingbox-sft-full.
Use this model
Pull with QuantumShield
quantumshield pull PEBE691445/sat-image-boundingbox-sft-full Verify integrity
quantumshield verify PEBE691445/sat-image-boundingbox-sft-full pip install
pip install quantumshield && quantumshield pull PEBE691445/sat-image-boundingbox-sft-full Unverified Model
This model has not been PQC-verified. File integrity cannot be guaranteed against quantum threats.
README.md
sat-image-boundingbox-sft-full
NU-TONIC raw SFT Full Satellite imagery and aligned land-cover outputs packaged as image–text rows for fine-tuning in SFT format. JSONL user prompts name the modality (satellite imagery vs. overhead context) where it matters. Provenance Locations: GeoGuessr-style POIs (source: stochastic/random_streetview_images_pano_v0.0.2) Optical: Sentinel-2 multispectral optical COGs from a public STAC catalog, blue/green/red or visual preview, percentile-stretched to uint8. Labels:… See the full description on the dataset page: https://huggingface.co/datasets/PEBE691445/sat-image-boundingbox-sft-full.
Intended Uses
This model is registered on the QuantaMrkt quantum-safe registry. This model has not yet been PQC-verified.
Quick Start
# Install the CLI pip install quantumshield # Pull the model quantumshield pull PEBE691445/sat-image-boundingbox-sft-full # Verify file integrity quantumshield verify PEBE691445/sat-image-boundingbox-sft-full
About
NU-TONIC raw SFT Full Satellite imagery and aligned land-cover outputs packaged as image–text rows for fine-tuning in SFT format. JSONL user prompts name the modality (satellite imagery vs. overhead context) where it matters. Provenance Locations: GeoGuessr-style POIs (source: stochastic/random_streetview_images_pano_v0.0.2) Optical: Sentinel-2 multispectral optical COGs from a public STAC catalog, blue/green/red or visual preview, percentile-stretched to uint8. Labels:… See the full description on the dataset page: https://huggingface.co/datasets/PEBE691445/sat-image-boundingbox-sft-full.
Get this model
Pull with QuantumShield
quantumshield pull PEBE691445/sat-image-boundingbox-sft-full Verify signatures
quantumshield verify PEBE691445/sat-image-boundingbox-sft-full