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TerraMind-1.0-Tokenizer-DEM

Hugging Face model ibm-esa-geospatial/TerraMind-1.0-Tokenizer-DEM

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What's in it

Data offered docs-verified
DEM encoding to discrete tokens · DEM reconstruction from tokens (diffusion decoding)
Formats llm-inferred
tensor (TerraTorch model API)
Access docs-verified
Free/open: Apache-2.0 licence; loaded locally via TerraTorch (pretrained=True)

Useful for

Use cases llm-inferred
Tokenising DEM inputs for TerraMind-based terrain modelling experiments · Encoding DEM tiles to tokens for downstream terrain classification or feature extraction · Testing DEM reconstruction quality against diffusion timestep settings
Audience llm-inferred
ML and geospatial developers · GIS analysts · hydrologists

Limitations

Constraints docs-verified
Higher diffusion timesteps can add reconstruction detail but may introduce hallucinated terrain · Not deployed by any Inference Provider, so no hosted inference
Licence
apache-2.0
Authentication
No API key required (repository README, auto-extracted; check upstream requirements)
GitHub stars
Unknown
Last commit
Unknown
Last successful page check
14/10/2026
Page health
healthy
Package
Not recorded
Verification
Not independently verified

Provenance & evidence

Verified 2026-10-15 via HF API: exists; 518 downloads/30d, 1 likes.

Metadata observed 14/10/2026 · research sweep: manual-2026-10-15 (Hugging Face models)