Average Ratings 0 Ratings
Average Ratings 0 Ratings
Description
Rare diseases often lack comprehensive research, resulting in insufficient knowledge about essential elements for an effective drug discovery initiative. Our innovative AI platform, Healnet, addresses these issues by scrutinizing vast amounts of drug and disease data to uncover new connections that may lead to potential treatments. Utilizing cutting-edge technologies throughout the discovery and development process allows us to operate multiple phases simultaneously and on a large scale. The conventional approach of focusing on a single disease, target, and drug is overly simplistic, yet it remains the standard for most pharmaceutical companies. The future of drug discovery is driven by AI, characterized by parallel processes and an absence of rigid hypotheses, fundamentally integrating the three core paradigms of drug discovery into a cohesive strategy. This new paradigm not only enhances efficiency but also fosters creativity in developing solutions for complex health challenges.
Description
PanGu-α has been created using the MindSpore framework and utilizes a powerful setup of 2048 Ascend 910 AI processors for its training. The training process employs an advanced parallelism strategy that leverages MindSpore Auto-parallel, which integrates five different parallelism dimensions—data parallelism, operation-level model parallelism, pipeline model parallelism, optimizer model parallelism, and rematerialization—to effectively distribute tasks across the 2048 processors. To improve the model's generalization, we gathered 1.1TB of high-quality Chinese language data from diverse fields for pretraining. We conduct extensive tests on PanGu-α's generation capabilities across multiple situations, such as text summarization, question answering, and dialogue generation. Additionally, we examine how varying model scales influence few-shot performance across a wide array of Chinese NLP tasks. The results from our experiments highlight the exceptional performance of PanGu-α, demonstrating its strengths in handling numerous tasks even in few-shot or zero-shot contexts, thus showcasing its versatility and robustness. This comprehensive evaluation reinforces the potential applications of PanGu-α in real-world scenarios.
API Access
Has API
No
API Access
Has API
No
Screenshots View All
No images available
Integrations
No details available.
Integrations
No details available.
Pricing Details
No price information available.
Free Trial
No
Free Version
No
Pricing Details
No price information available.
Free Trial
No
Free Version
No
Deployment
Web-Based
Yes
On-Premises
No
iPhone App
No
iPad App
No
Android App
No
Windows
No
Mac
No
Linux
No
Chromebook
No
Deployment
Web-Based
Yes
On-Premises
Yes
iPhone App
No
iPad App
No
Android App
No
Windows
Yes
Mac
Yes
Linux
Yes
Chromebook
No
Customer Support
Business Hours
No
Live Rep (24/7)
No
Online Support
Yes
Customer Support
Business Hours
No
Live Rep (24/7)
No
Online Support
No
Types of Training
Training Docs
No
Webinars
No
Live Training (Online)
No
In Person
No
Types of Training
Training Docs
Yes
Webinars
No
Live Training (Online)
No
In Person
No
Vendor Details
Company Name
Healx
Founded
2014
Country
United Kingdom
Website
healx.io/technology/
Vendor Details
Company Name
Huawei
Founded
1987
Country
China
Website
arxiv.org/abs/2104.12369