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Description
Aya Expanse revolutionizes the field of multilingual AI by serving as a research model that adeptly handles 101 languages, utilizing cutting-edge instruction tuning and cross-lingual transfer methods. The model's unique approach merges a carefully selected open source dataset with efficient pretraining processes, allowing it to deliver exceptional results for both low- and high-resource languages. This innovation not only enhances performance but also successfully lowers infrastructure expenses by up to 30%, establishing a new standard for scalable and inclusive language modeling in the industry. As a result, Aya Expanse is poised to make a significant impact on the future of AI language processing.
Description
Recent breakthroughs in natural language processing, comprehension, and generation have been greatly influenced by the development of large language models. This research presents a system that employs Ascend 910 AI processors and the MindSpore framework to train a language model exceeding one trillion parameters, specifically 1.085 trillion, referred to as PanGu-{\Sigma}. This model enhances the groundwork established by PanGu-{\alpha} by converting the conventional dense Transformer model into a sparse format through a method known as Random Routed Experts (RRE). Utilizing a substantial dataset of 329 billion tokens, the model was effectively trained using a strategy called Expert Computation and Storage Separation (ECSS), which resulted in a remarkable 6.3-fold improvement in training throughput through the use of heterogeneous computing. Through various experiments, it was found that PanGu-{\Sigma} achieves a new benchmark in zero-shot learning across multiple downstream tasks in Chinese NLP, showcasing its potential in advancing the field. This advancement signifies a major leap forward in the capabilities of language models, illustrating the impact of innovative training techniques and architectural modifications.
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Has API
API Access
Has API
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Integrations
PanGu Chat
Pricing Details
Free
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
Cohere
Founded
2019
Country
Canada
Website
cohere.com/research/aya
Vendor Details
Company Name
Huawei
Founded
1987
Country
China
Website
huawei.com