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Clay

Hugging Face model made-with-clay/Clay

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Data offered docs-verified: semantic embeddings for any location and time · fine-tuning for classification, regression and generative tasks · use as a backbone for other models
Coverage docs-verified: Earth
Formats llm-inferred: Hugging Face Transformers model weights
Access docs-verified: Open weights on Hugging Face under Apache licence; no hosted inference provider

Use cases llm-inferred: Generate location-and-date embeddings for similarity search across catchments or sites · Fine-tune a classifier for habitat or land-cover mapping as a BNG baseline · Fine-tune a regression model on EO imagery for site condition proxies · Use as a frozen backbone for custom geospatial models in a consultancy pipeline
Audience llm-inferred: GIS analysts · remote sensing specialists · ecologists · hydrologists · ML engineers

Constraints llm-inferred: Early release: latest version is v0.0.1 · No hosted inference provider deploys the model, so it must be run locally or on own compute · Fine-tuning and a geospatial data pipeline are needed for task outputs · DOCS do not state spatial resolution, temporal span or input data sources · Legacy versions are hosted in a separate repository

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

Verified 2026-10-15 via HF API: exists; 142 downloads/30d, 58 likes.

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