BioNeMo

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Documentation revamp is in progress.

These docs are currently being refactored as we consolidate 5D Parallelism Training code with bionemo-recipes. The best source of documentation today is the module READMEs + your favorite genai assistant.

5D Parallel Models Moved to bionemo-recipes

Training and model implementation code for ESM-2, AMPLIFY, Geneformer, and Evo2 now lives in bionemo-recipes. For active training and fine-tuning workflows, refer to the relevant directories in bionemo-recipes/models/ and bionemo-recipes/recipes/. Model cards and checkpoint information remain available in these docs.

NVIDIA BioNeMo Framework is a collection of programming tools, libraries, and models for computational drug discovery. It accelerates the most time-consuming and costly stages of building and adapting biomolecular AI models by providing domain-specific, optimized models and tooling that are easily integrated into GPU-based computational resources for the fastest performance on the market. You can access BioNeMo Framework as a free community resource or learn more about getting an enterprise license for improved expert-level support at the BioNeMo homepage.


Install BioNeMo and set up your environment to start accelerating your bioinformatics workflows.

Get Started


Access comprehensive documentation on BioNeMo's sub-packages, functions, and classes.

API Reference


Explore detailed instructions and best practices for using BioNeMo models in your research.

Explore Models


Explore biomolecular datasets that come pre-packaged with the BioNeMo Framework.

Explore Datasets