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MLSteam AI Platform - for IT

MLSteam AI Platform - the DNN life cycle system, MLOps

MLSteam AI Platform provides the complete software stack required for deep learning models development and models serving. With a user-friendly web interface, users can easily manage datasets for training models, schedule training jobs, manage multiple servers, view the hardware resource usage...etc.

Mnimized Managmenet

  • Resource managemnt
  • infrastructure management
  • Resource allocation map
  • Realtime Resouce monitoring

 

Advanced Infastructure Orchestration

  • Support AI/ML workload on kubernetes
  • Support AI/ML workload on docker swarm
  • HPC (High perfromance computing)  workload management
  • Infrastructurue design and orchestrator deployment service

 

Painless Adoption

  • LDAP/AD support
  • Full-function REST API
  • Webhook for event notification
 

 

Support Latest Hardware Accelerators

MLSteam aims to support the latest hardware and software stack. Including the latest H100/H200 GPU from Nvidia.  MIG(multi-Instance GPU) can be easily enabled on the platform. MLSteam also supports the latest MI300 GPU from AMD, with zero configuration, easy and fast setup for DNN developers.  Support multiple version of CUDA and ROCm related pacakge and dirver managment on different node.
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MLSteam AI platform - for Developer
MLSteam AI Platform - for IT
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