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What is Evo 2?

Evo 2 is an advanced genomic foundation model that excels in predicting and creating tasks associated with DNA, RNA, and proteins. Utilizing a sophisticated deep learning architecture, it models biological sequences with precision down to single-nucleotide accuracy, demonstrating remarkable scalability in both computational and memory resources as context length expands. The model has been trained on an impressive 40 billion parameters and can handle a context length of 1 megabase, analyzing an immense dataset of over 9 trillion nucleotides derived from diverse eukaryotic and prokaryotic genomes. This extensive training enables Evo 2 to perform zero-shot function predictions across a range of biological types, including DNA, RNA, and proteins, while also generating novel sequences that adhere to plausible genomic frameworks. Its robust capabilities have been highlighted in applications such as the design of efficient CRISPR systems and the identification of potentially disease-causing mutations in human genes. Additionally, Evo 2 is accessible to the public via Arc's GitHub repository and is integrated into the NVIDIA BioNeMo framework, which significantly enhances its availability to researchers and developers. This integration not only broadens the model's reach but also represents a pivotal advancement in the fields of genomic modeling and analysis, paving the way for future innovations in biotechnology.

What is Cellenics?

Utilize Cellenics software, hosted by Biomage as a community instance of this open-source analytics tool developed at Harvard Medical School, to transform your single-cell RNA sequencing data into meaningful insights. This platform allows biologists to explore single-cell datasets without any coding requirements, fostering collaboration between scientists and bioinformaticians alike. In a matter of hours, it can turn count matrices into publication-ready visuals, seamlessly integrating into your pre-existing workflow. Designed to be swift, interactive, and user-friendly, Cellenics is cloud-based, secure, and scalable to accommodate diverse research demands. Biomage offers this community instance at no charge for academic researchers handling smaller to medium-sized datasets, supporting up to 500,000 cells. Currently, more than 3000 academic researchers focused on cancer, cardiovascular health, and developmental biology benefit from this robust tool. This collaborative platform not only bolsters research efficiency but also speeds up the discovery process across multiple scientific disciplines. As scientists continue to leverage Cellenics, they contribute to a growing body of knowledge that could revolutionize our understanding of complex biological systems.

Media

Media

Integrations Supported

Evo Designer
GitHub
Hugging Face
NVIDIA BioNeMo

Integrations Supported

API Availability

API Availability

Pricing Information

Pricing not provided

Pricing Information

Free
Free Version

Supported Platforms

SaaS

Supported Platforms

SaaS

Customer Service / Support

Web-Based Support

Customer Service / Support

Web-Based Support

Training Options

Documentation Hub
On-Site Training

Training Options

Documentation Hub

Company Facts

Organization Name

Arc Institute

Company Location

United States

Company Website

arcinstitute.org/tools/evo

Company Facts

Organization Name

Biomage

Company Location

United Kingdom

Company Website

www.biomage.net

Categories and Features

AI Models

Not specified

AI Science

Not specified

Bioinformatics

Not specified

Foundation Models

Not specified

Molecular Modeling

Not specified

Categories and Features

Bioinformatics

Not specified

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