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Description
Elastic Cloud Server (ECS) offers secure and scalable computing resources that can be accessed on-demand, allowing for the flexible deployment of various applications and workloads. It ensures worry-free protection through comprehensive security measures. General computing ECSs strike a balance between computing power, memory, and network resources, making them suitable for applications with light to moderate workloads. For applications that handle substantial data volumes, memory-optimized ECSs with extensive memory capabilities and support for ultra-high I/O EVS disks and adaptable bandwidths are ideal. Alternatively, disk-intensive ECSs cater to applications that require efficient sequential read/write operations on massive datasets stored locally, such as those used in distributed Hadoop environments, along with large-scale parallel data processing and log management. These disk-intensive ECSs are compatible with HDDs, come with a standard network bandwidth of 10GE, and provide high packets per second (PPS) performance with minimal network latency, making them well-suited for demanding data-intensive tasks. Overall, ECS offers versatile options tailored to meet diverse computing needs in various industries.
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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$6.13 per month
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Free Version
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iPhone App
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Windows
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Deployment
Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook
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Live Rep (24/7)
Online Support
Customer Support
Business Hours
Live Rep (24/7)
Online Support
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Training Docs
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Live Training (Online)
In Person
Types of Training
Training Docs
Webinars
Live Training (Online)
In Person
Vendor Details
Company Name
Huawei
Founded
1987
Country
China
Website
www.huaweicloud.com/intl/en-us/product/ecs.html
Vendor Details
Company Name
Huawei
Founded
1987
Country
China
Website
huawei.com