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FourCastNet 3 (Hugging Face)

NVIDIA FourCastNet 3 global AI weather forecasting model weights and model card on Hugging Face.

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What's in it

Data offered docs-verified
probabilistic ensemble global forecasts (up to 60 days) · 72 surface and pressure-level variables (winds, t2m, msl, tcwv, geopotential, temperature, humidity) · medium-range and subseasonal forecasts
Coverage docs-verified
Global
Resolution docs-verified
0.25° equi-rectangular grid (721 x 1440), 6-hourly
Formats docs-verified
PyTorch tensor
Access docs-verified
Free and open: Apache 2.0 licence (commercial and non-commercial use); no authentication stated; needs NVIDIA GPU (Ampere, Hopper, Turing), Linux and PyTorch

Useful for

Use cases llm-inferred
Subseasonal temperature and wind outlook context for construction programme weather-risk planning · Ensemble synoptic context for flood-season planning, paired with local rainfall records from other sources · Benchmarking local weather-driven hydrological model inputs against a global ML ensemble
Audience llm-inferred
hydrologists · climate and meteorological analysts · GIS analysts · data-science teams in planning or civils consultancies

Limitations

Constraints llm-inferred
Model weights and inference code only; not a hosted API or data feed, and no Inference Provider deploys it per the docs · Requires NVIDIA GPU, Linux and PyTorch, and an upstream 72-variable initial-state tensor · Global 0.25° model; no UK-specific validation is stated in the docs · Listed input and output variables do not include precipitation, so rainfall or drainage inputs need separate sources · Training data is ERA5 1980-2015 with evaluation on 2018-2019; no later validation is stated
Licence
see model card
Authentication
Unknown — review source docs
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 curl (HTTP 200).

Metadata observed 14/10/2026 · research sweep: manual-2026-10-15 (Chris sources (NVIDIA Earth-2))