Earth-2 CorrDiff NIM

What is CorrDiff NIM?

Correction Diffusion (CorrDiff) is a generative AI model that downscales surface and atmospheric variables to improve the accuracy and resolution of weather data. CorrDiff is a two-step approach where the mean machine learning model is corrected by another diffusion model. CorrDiff exhibits skillful deterministic and probabilistic predictions and faithfully recovers spectra and distributions for extremes.

These model(s) are available for commercial use:

• US CorrDiff GEFS HRRR

What is NVIDIA NIM?

NVIDIA NIM, part of NVIDIA AI Enterprise, is a set of easy-to-use microservices designed to accelerate deployment of generative AI across cloud, data center, and workstations.

Benefits of self-hosted NIMs:

• Deploy anywhere and maintain control of generative AI applications and data
• Streamline AI application development with industry standard APIs and tools tailored for enterprise environments
• Prebuilt containers for the latest generative AI models, offering a diverse range of options and flexibility right out of the gate
• Industry-leading latency and throughput for cost-effective scaling
• Support for custom models out of the box so models can be trained on domain specific data
• Enterprise-grade software with dedicated feature branches, rigorous validation processes, and robust support structures

Getting Started with CorrDiff NIM

Please visit the Earth-2 NIM Documentation on how to get started.

Security Vulnerabilities in Open Source Packages

Please review the Security Scanning (LINK) tab to view the latest security scan results.

For certain open-source vulnerabilities listed in the scan results, NVIDIA provides a response in the form of a Vulnerability Exploitability eXchange (VEX) document. The VEX information can be reviewed and downloaded from the Security Scanning (LINK) tab.

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NVIDIA AI Enterprise Documentation

Visit the NVIDIA AI Enterprise Documentation Hub for release documentation, deployment guides and more.

Governing Terms

The NIM container is governed by the NVIDIA AI Product Agreement; and the use of this model is governed by the NVIDIA AI Foundation Models Community License.

You are responsible for ensuring that your use of NVIDIA AI Foundation Models complies with all applicable laws.