INSIGHTS
MLSteam x NVAIE and Base Command
2024.03.27

MLSteam Power-up by NVIDIA AI Enterprise and Base Command. 

With MLSteam's integration of NVIDIA Base Command Manager, experience the power of MLOps—we're pushing things to the next level!

Benefits

The MLOps Platform “MLSteam” manages AI/ML development environments and resources for developers. With NVIDIA Base Command Manager, the MLSteam MLOps Platform can manage the resource life-cycle of the entire GPU-accelerated cluster.

  • Supercharge the AI/ML Lifecycle: Automates model training and serving processes with MLSteam’s robust pipeline function.
  • Start small, Scale Big: designs optimized for key workloads like training, tuning, and inference efficiently utilize each compute type. Begin with a minimum unit and scale up as needed.
  • Enable Reproducible AI: Centralized version control for all AI assets including data, code, and models. Auto-generate lineage graphs visualizing asset relationships and project history. This end-to-end tracking and retrievability powers reproducible workflows, accelerating iteration and scalability.
  • Access Production-Ready Tools: Leverage NVIDIA NGC's full suite of ****production-ready AI models and tools.

Technical Stack

  • MLSteam MLOps Platform for multi-cluster and hybrid scenarios
    • MLSteam Templates with NVIDIA AI Enterprise accelerates the data science pipeline and AI model development/deployment
  • MLSteam Infrastructure management feature with NVIDIA Base Command Manager handles cluster management, provisioning, Kubernetes deployment, and monitoring.
  • Integrated with Enterprise ready Storage solution. e.g. Purestorage, NetApp, Weka.io

For instance, MyelinTek assisted a telecom company deploy the LLM Ops Platform for both Internal and External Business needs.

We helped the customer benchmark Large Language Model serving and training workloads on different accelerator servers and cluster configurations. Based on the benchmarking results, we assisted with sizing and designing accelerator-based data center infrastructure. With our MLSteam MLOps platform and LLM solution template, customers can accelerate the adoption of emerging Generative AI technologies.

Ready to revolutionize your AI journey? Let's connect and explore the possibilities together! contact@myelintek.com