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BioNeMo

by NVIDIA

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BioNeMo's own site

Plans

PlanBilled and limitsPrice
BioNeMo Framework Community ResourceFree community resource · GPU-based computational resourcesFree

As nvidia.com lists them, read 14 Nov 2026. The maker's own page has the final word.

Facts from NVIDIA's own pages

Access
Pretrained models can be accessed through cloud APIs or a web interface for interactive inference, visualization, and experimentation. · nvidia.com, 14 Nov 2026
Documentation status
BioNeMo Framework documentation is being refactored as NVIDIA consolidates parallelism-training code with BioNeMo Recipes. · docs.nvidia.com, 14 Nov 2026
Drug discovery applications
The product supports model customization and deployment for protein structure prediction, molecule generation, property prediction, and molecular docking. · nvidia.com, 14 Nov 2026
Early access
The BioNeMo product page directs visitors to apply for early access. · nvidia.com, 14 Nov 2026
Enterprise support
NVIDIA says an enterprise license is available for improved expert-level support. · docs.nvidia.com, 14 Nov 2026
Framework scope
BioNeMo Framework is a collection of programming tools, libraries, and models for computational drug discovery. · docs.nvidia.com, 14 Nov 2026
GPU requirement
BioNeMo Recipes require an environment with access to NVIDIA GPUs; bfloat16 requires Ampere-generation GPUs or newer. · docs.nvidia.com, 14 Nov 2026
Intended audience
NVIDIA presents BioNeMo as a tool for researchers and developers working on AI-powered drug discovery. · nvidia.com, 14 Nov 2026
Models
The documentation lists Amplify, Evo2, Geneformer, and ESM 2 among the framework models. · docs.nvidia.com, 14 Nov 2026
Performance and integration
The framework provides optimized models and tooling designed to integrate with GPU-based computational resources. · docs.nvidia.com, 14 Nov 2026
Purpose
BioNeMo is a generative AI platform for drug discovery that supports training models on users’ own data and scalable model deployment. · nvidia.com, 14 Nov 2026
Training infrastructure
NVIDIA describes training and optimization using DGX Cloud, its multi-node AI training-as-a-service solution. · nvidia.com, 14 Nov 2026
Unsupported GPU use
Running BioNeMo without bfloat16 may be possible, but the development team does not support that use case. · docs.nvidia.com, 14 Nov 2026

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