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Architecture Overview: A Deep Dive Into ModelArts
Why Huawei Cloud ModelArts?
Stable and Secure Computing Base, Fast and Simple Model Training
Large-scale distributed training accelerates foundation model development.
Zero-Code AutoML for Flexible, Simplified AI Application Development
ExeML automates model design, parameter tuning and training, and model compression and deployment based on labeled data.
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In-Cloud Notebook, Case Access in Seconds
Local IDE and ModelArts plug-ins are provided for seamless on-premises and in-cloud AI development with customizable running environments.
E2E AI development is managed in ModelArts Studio, boosting efficiency while maintaining records of the entire AI development process.
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Flexible Cloud Deployment
Supports cloud production environments for different service requirements.
Supports multiple deployment types, including real-time inference and batch inference.
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Widely Used AI Platform Facilitates Business Success
Widely Used AI Platform Facilitates Business Success
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Foundation Model
Intelligent Q&A, chatbot, automated summarization, machine translation, and text classification
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Autonomous Driving
Environment perception, path planning, and autonomous driving control
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AIGC
AI-assisted generation of images, copy, audio, and video
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Government
AI-powered decision-making for superior public services
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Finance
Efficient, intelligent, and accurate services for financial institutions
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Mining
Efficient, intelligent, secure, and sustainable production solutions for the mining industry
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Railway
Intelligent train scheduling, device fault prediction, and railway security monitoring
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Healthcare
Automated medical report interpretation, Internet diagnoses, and comprehensive health management allowing for diversified, intelligent, and lean services