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What is ESMC?

ESMC marks the latest innovation in the ESM series of protein language models, advancing the understanding of representation learning in protein biology. By training on an enormous dataset of billions of evolutionary sequences, it effectively captures representations that provide insights into the mechanistic aspects of protein structure and function. Utilizing a transformer architecture, the model prioritizes sequences as its main input and is trained on a dataset that includes up to 6 billion proteins. ESMC is designed for a range of applications within protein science, including structure prediction, functional annotation, protein design, and the investigation of evolutionary relationships among proteins. Furthermore, it has the ability to generate new proteins from partial sequences, structures, or specific functional requirements, which allows researchers to explore novel possibilities in protein design and biological research. The model is readily accessible through the Biohub Platform, enabling users to interact with it via an API and the ESM Python package, which offers quickstart resources for installation, API key generation, and connection to the platform, thus ensuring a user-friendly experience. This ease of access not only promotes wider participation in protein research but also fosters collaborative efforts across the scientific community, ultimately driving further advancements in the field. With its capabilities, ESMC opens new doors for innovation and discovery in protein science.

What is Conspecta?

Conspecta is a cutting-edge, online research platform that seamlessly combines functionalities such as microscopy image analysis, flow cytometry, molecular biology, sample tracking, and the generation of publication-ready figures within a unified environment. By doing so, it removes the reliance on the various separate tools that laboratories often use, facilitating a continuous connection between data, samples, and results from the initial experimentation phase to the creation of the final figures, while ensuring thorough traceability throughout the process. This platform is specifically designed for biology labs that focus on imaging and flow cytometry, as well as for emerging principal investigators and early-stage biotech firms. In contrast to platforms aimed at regulated or clinical settings, Conspecta prioritizes research needs and offers free access for individual researchers, alongside paid plans for teams that include collaborative workspaces. The intuitive interface and powerful features of Conspecta empower researchers to optimize their workflows, significantly boosting their overall productivity and efficiency. Moreover, this integration of tools facilitates a more streamlined approach to research, ultimately fostering innovation within the scientific community.

Media

Media

No images available

Integrations Supported

Biohub
Python

Integrations Supported

Biohub
Python

API Availability

Has API

API Availability

Has API

Pricing Information

Free
Free Trial Offered?
Free Version

Pricing Information

$350/month
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

Biohub

Date Founded

2016

Company Location

United States

Company Website

biohub.ai/models/esmc

Company Facts

Organization Name

Conspecta

Date Founded

2025

Company Location

United States

Company Website

conspecta.bio

Categories and Features

Categories and Features

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