Efficiency
Cluster topology awareness and network optimization enabling up to 90% GPU acceleration, performance efficiency through dynamic resource management
AIStation is a software and hardware-integrated platform that simplifies the development and deployment of various AI, including Generative AI, Natural Language Processing, Large Language Models, and others. AIStation can help AI teams collaborate efficiently to accelerate model development, as well as enable enterprises to reduce total cost of infrastructure and quickly leverage AI to further their business goals.
For Developers:
Model Training Module
Model Training Module
Unified resource allocation and scheduling, centralized training data management, and collaborative sharing of AI assets for developers.
For Enterprises:
Model Inference Module
Model Inference Module
Flexible inference service deployment and compute management capabilities for enterprise users to quickly and easily leverage AI for business.
Platform Architecture
Model Training Module
Enabling AI teams to collaborate more effectively to accelerate model development.
One-stop AI development
Automated workflows, unified management of multiple models and deployment in minutes
Intelligent operation and security
Resource and task dashboard, automated fault analysis and diagnostic resolution, data security and access control
Enterprise workflow optimization
Optimized communication and data pipelines; interactive, visual, and other modes for efficient development
Flexible resource management
Fine-grained resource pooling and intelligent scheduling for flexible computing on-demand; supports batch processing, cloud-native, and other modes
Optimized performance and data usage
Rapid deployment of large-scale distributed tasks; data training acceleration and small file reading optimization; supports high-performance network protocols like IB, RoCE
Wide hardware-software compatibility
Wide GPU, AIPU, AISC, and other dedicated AI chips support; multiple data source access like OBS, HDFS, BeeGFS, etc
Model Inference Module
Streamlining model deployment for enterprises to easily leverage AI for business.
Wide heterogeneous compatibility
Standardized access, management, and use of heterogeneous chips, dynamic compute for optimized performance
Support of various AI services
Supports AI models, mirroring, cloud-native, and Helm applications; rapid deployment of self-developed and outsourced AI services
Flexible compute resource scaling
Automatically adjusts service resources to traffic
Data asset governance
Enables service records access to locate problems, records and manages service data to extend data assets
Multi-application performance
Allocates resources in real-time based on demand, efficiently deploys many services on few devices
Resource tidal scheduling
Guided by business trend analysis based on historical data, adapts to OM habits to meet business scheduling needs
Why Choose AIStation
Ease of Use
Team collaboration tools like data, and model sharing, automated configuration of distributed environments simplifies workflow for large model training
Reliability
Automatic fault tolerance ensures speedy training task recovery in the event of resource failure with over 90% reduction in average fault processing time
Scalability
Integrates data processing, model fine-tuning, and model evaluation tools to accelerate large model development, robust API simplifies docking with enterprise systems
Solutions
Finance
Empowers advanced identity security measures and improved customer connectivity in banking and finance through large-scale distributed training.
Research & Education
Provides university-level compute management, flexible resource scheduling, and a wide range of AI development tools for large institutes.
Autonomous Driving
Supports single-task and fusion models, complex data labeling and processing, algorithm training, and scenario simulation for autonomous driving.
Supporting Other Major Industries
Enterprise
Developers can streamline the model iteration cycle through a variety of resource scheduling and model deployment strategies, quickly enabling AI insights for business.
Science & Medicine
AIStation helps sci-, medtech customers develop efficient, safe and compliant AI computing environments to accelerate research, data reading and processing, and medical imaging.
Transportation
Dynamic resource scheduling and sharing between teams mitigate GPU shortages to enable real-time data processing and efficient model development in smart transportation.
