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What is Evo Designer?

Evo Designer, an innovative instrument developed by the Arc Institute, leverages the capabilities of the Evo 2 genomic foundation model to assist in both the creation and examination of DNA sequences. By allowing users to input nucleotide sequences or choose particular organisms, the platform generates tailored DNA sequences that meet specific research requirements. Moreover, it provides comprehensive annotations for coding regions and enables 3D visualizations of prokaryotic protein structures through ESMFold, thereby deepening users' comprehension of protein architecture. Additionally, Evo Designer assesses the complexity of sequences by calculating perplexity and per-nucleotide entropy, offering researchers insights into the variability of their data. Central to this tool is the Evo 2 model, which has been trained on a vast dataset exceeding 9 trillion nucleotides from a diverse range of prokaryotic and eukaryotic genomes. Harnessing an advanced deep learning framework, this model accurately represents biological sequences at a single-nucleotide level and can accommodate a context window of up to 1 million tokens, ensuring meticulous sequence analysis. The diverse features offered by Evo Designer significantly enhance genetic research, making it a crucial asset for scientists in the field. As a result, the tool not only streamlines the process of DNA sequence analysis but also fosters deeper insights into genetic structures and their functions.

What is NVIDIA BioNeMo?

BioNeMo is a cloud-based platform designed for drug discovery that harnesses artificial intelligence and employs NVIDIA NeMo Megatron to enable the training and deployment of large biomolecular transformer models at an impressive scale. This service provides users with access to pre-trained large language models (LLMs) and supports multiple file formats pertinent to proteins, DNA, RNA, and chemistry, while also offering data loaders for SMILES to represent molecular structures and FASTA for sequences of amino acids and nucleotides. In addition, users have the flexibility to download the BioNeMo framework for local execution on their own machines. Among the notable models available are ESM-1, which is based on Meta AI’s state-of-the-art ESM-1b, and ProtT5, both fine-tuned transformer models aimed at protein language tasks that assist in generating learned embeddings for predicting protein structures and properties. Furthermore, the platform will incorporate OpenFold, an innovative deep learning model specifically focused on forecasting the 3D structures of new protein sequences, which significantly boosts its capabilities in biomolecular exploration. Overall, this extensive array of tools establishes BioNeMo as an invaluable asset for researchers navigating the complexities of drug discovery in modern science. As such, BioNeMo not only streamlines research processes but also empowers scientists to make significant advancements in the field.

Media

Media

Integrations Supported

Evo 2
NVIDIA AI Foundations
NVIDIA Clara
NVIDIA NeMo Megatron

Integrations Supported

Evo 2
NVIDIA AI Foundations
NVIDIA Clara
NVIDIA NeMo Megatron

API Availability

Has API

API Availability

Has API

Pricing Information

Pricing not provided.
Free Trial Offered?
Free Version

Pricing Information

Pricing not provided.
Free Trial Offered?
Free Version

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Company Facts

Organization Name

Arc Institute

Company Location

United States

Company Website

arcinstitute.org/tools/evo/evo-designer

Company Facts

Organization Name

NVIDIA

Date Founded

1993

Company Location

United States

Company Website

www.nvidia.com/en-us/gpu-cloud/bionemo/

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