Find the Next Blockbuster with NVIDIA BioNeMo Framework on Amazon SageMaker

This article discusses the NVIDIA BioNeMo framework on Amazon SageMaker, which accelerates drug discovery by providing access to powerful foundation models (FMs) for biology. It highlights the challenges in applying generative AI to drug discovery and how the BioNeMo framework on SageMaker aims to address them.

Specifically, the article covers:

• Introduction to the challenges in drug R&D and the potential of AI/ML to address them
• Overview of the NVIDIA BioNeMo framework and its capabilities for training and fine-tuning large language models for biomolecular data
• Key features of using BioNeMo on Amazon SageMaker, including optimized performance, growing model catalog, accelerated compute options, fully managed infrastructure, security and compliance, and MLOps integration
• Steps to get started with BioNeMo on SageMaker, including building and pushing container images, and running training and inference jobs
• Conclusion highlighting the potential of BioNeMo on SageMaker to revolutionize drug discovery