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ProteinMPNN

ProteinMPNN

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Features
Description
Predicts amino acid sequences from 3D structure of proteins.
Publisher
ipd
Latest Tag
1
Modified
May 3, 2025
Compressed Size
8.22 GB
Multinode Support
No
Multi-Arch Support
No
1 (Latest) Security Scan Results

Linux / amd64

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Description:

ProteinMPNN (Protein Message Passing Neural Network) is a deep learning-based graph neural network designed to predict amino acid sequences for given protein backbones. This network leverages evolutionary, functional, and structural information to generate sequences that are likely to fold into the desired 3D structures.

This model is available for commercial use.

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 ProteinMPNN NIM

Please visit the ProteinMPNN NIM Documentation for how to get started.

Please review the Security Scanning 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 tab.

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License

This container is licensed under the NVIDIA AI Product Agreement. By pulling and using this container, you accept the terms and conditions of this license.

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