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Description
Biohub serves as an accessible platform dedicated to advancing the understanding of protein biology. It offers users the ESM model family, which includes ESMC, ESMFold2, and ESM3, alongside interactive tools and resources tailored for developers involved in protein science research. ESMC stands out as a cutting-edge protein language model, meticulously trained on vast amounts of evolutionary sequence data, allowing it to create representations that elucidate key mechanisms underlying protein structure and function. This model facilitates various applications such as functional analysis, predicting structures, designing proteins, and investigating the evolutionary connections among different proteins. Meanwhile, ESMFold2 specializes in predicting high-resolution, all-atom 3D structures of biomolecular complexes from sequences, while offering the option of including multiple sequence alignments to improve accuracy for difficult targets. Additionally, ESM3 takes a holistic approach by simultaneously modeling sequence, structure, and function, thus enabling the generation of innovative proteins through conditioning on a blend of these aspects. This unique integration of tools and models empowers researchers to explore new frontiers in protein science.
Description
Goodfire empowers teams to gain insights and troubleshoot AI models by revealing the concealed representations within neural networks, thus transforming the model development process from an uncertain practice into a precise engineering discipline. Their platform, Silico, is designed for deliberate model creation, allowing teams to construct AI models with the same accuracy as traditional software by visualizing learned behaviors, identifying unwanted outcomes, and implementing focused adjustments to enhance efficacy. By reverse engineering the causal mechanisms within AI, Goodfire's techniques expose internal structures, discover innovative scientific principles, and confirm when predictions genuinely reflect comprehension. This approach enables teams to meticulously debug model behaviors, eliminate confounding factors, anticipate failures before they arise in production, and guide training to ensure that models learn the intended concepts with reduced data requirements and minimized unintended consequences. Furthermore, its utility spans various AI model types, including those in life sciences, robotics, and computer vision, making it a versatile tool in AI development. As a result, Goodfire not only enhances the reliability of AI systems but also fosters a deeper understanding of their underlying mechanisms, ultimately contributing to more robust and effective artificial intelligence applications.
API Access
Has API
API Access
Has API
Integrations
ESMC
ESMFold2
Pricing Details
No price information available.
Free Trial
Free Version
Pricing Details
No price information available.
Free Trial
Free Version
Deployment
Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook
Deployment
Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook
Customer Support
Business Hours
Live Rep (24/7)
Online Support
Customer Support
Business Hours
Live Rep (24/7)
Online Support
Types of Training
Training Docs
Webinars
Live Training (Online)
In Person
Types of Training
Training Docs
Webinars
Live Training (Online)
In Person
Vendor Details
Company Name
Biohub
Founded
2016
Country
United States
Website
biohub.ai/
Vendor Details
Company Name
Goodfire AI
Founded
2024
Country
United States
Website
www.goodfire.ai/