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About

BioNeMo is an AI-powered drug discovery cloud service and framework built on NVIDIA NeMo Megatron for training and deploying large biomolecular transformer AI models at a supercomputing scale. The service includes pre-trained large language models (LLMs) and native support for common file formats for proteins, DNA, RNA, and chemistry, providing data loaders for SMILES for molecular structures and FASTA for amino acid and nucleotide sequences. The BioNeMo framework will also be available for download for running on your own infrastructure. ESM-1, based on Meta AI’s state-of-the-art ESM-1b, and ProtT5 are transformer-based protein language models that can be used to generate learned embeddings for tasks like protein structure and property prediction. OpenFold, a deep learning model for 3D structure prediction of novel protein sequences, will be available in BioNeMo service.

About

Biohub is an open platform for building on the world model of protein biology. It provides access to the ESM family of models, including ESMC, ESMFold2, and ESM3, along with interactive tools and developer resources for protein science research. ESMC is a state-of-the-art protein language model trained on billions of evolutionary sequences, building representations that capture fundamental mechanisms of protein structure and function. It powers functional analysis, structure prediction, protein design, and the exploration of evolutionary relationships between proteins. ESMFold2 predicts high-resolution, all-atom 3D structures of biomolecular complexes directly from sequence, with optional multiple sequence alignment input for enhanced accuracy on challenging targets. ESM3 jointly models sequence, structure, and function, enabling controllable generation of novel proteins by conditioning on any combination of these modalities.

Platforms Supported

Windows Not Supported
Mac Not Supported
Linux Not Supported
Cloud Supported
On-Premises Not Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Platforms Supported

Windows Not Supported
Mac Not Supported
Linux Not Supported
Cloud Supported
On-Premises Not Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Audience

Organizations looking for a powerful Drug Discovery solution

Audience

Computational biologists and protein engineering teams that need AI models, structure prediction tools, and protein-scale datasets for discovery and design

Support

Phone Support Supported
24/7 Live Support Not Supported
Online Supported

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Supported

API

Offers API Not Supported

API

Offers API Supported

Screenshots and Videos

Screenshots and Videos

Pricing

No information available.
Free Version Not Supported
Free Trial Not Supported

Pricing

No information available.
Free Version Not Supported
Free Trial Not Supported

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

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Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Training

Documentation Supported
Webinars Supported
Live Online Not Supported
In Person Not Supported

Training

Documentation Supported
Webinars Not Supported
Live Online Supported
In Person Not Supported

Company Information

NVIDIA
Founded: 1993
United States
www.nvidia.com/en-us/gpu-cloud/bionemo/

Company Information

Biohub
Founded: 2016
United States
biohub.ai/

Alternatives

Alternatives

ESMC

ESMC

Biohub
ESMFold2

ESMFold2

Biohub
ESMFold2

ESMFold2

Biohub
HyperProtein

HyperProtein

Hypercube
ESMC

ESMC

Biohub
AlphaFold

AlphaFold

DeepMind
Evo 2

Evo 2

Arc Institute

Categories

AI Science Supported
Drug Discovery Supported
Healthcare AI Supported

Categories

AI Science Supported
Bioinformatics Supported

Integrations

ESMC Not Supported
ESMFold2 Not Supported
Evo 2 Supported
NVIDIA AI Foundations Supported
NVIDIA Clara Supported
NVIDIA NeMo Megatron Supported

Integrations

ESMC Supported
ESMFold2 Supported
Evo 2 Not Supported
NVIDIA AI Foundations Not Supported
NVIDIA Clara Not Supported
NVIDIA NeMo Megatron Not Supported
Claim NVIDIA BioNeMo and update features and information
Claim NVIDIA BioNeMo and update features and information
Claim Biohub and update features and information
Claim Biohub and update features and information