Building AI/ML Models with Shakti AI Lab
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Questions and Answers

What is the maximum node-node communication speed in the cluster?

  • 1600GBps
  • 1000GBps
  • 3200GBps (correct)
  • 4000GBps

    • What feature enables users to run their own courses and integrate them with their Learning Management System (LMS)?

  • Shakti AI Lab service (correct)
  • Shakti Cluster Manager
  • K8s Cluster Load Balancer
  • SLURM Cluster

    • What is the primary benefit of using Serverless GPUs for AI workloads?

  • Cost-effective data storage
  • No server management hassle (correct)
  • Improved model accuracy
  • Faster model training

    • How do the nodes in the cluster scale to meet workload demands?

    <p>Auto scaling with minimum cold start</p> Signup and view all the answers

    What is the primary purpose of the Shakti Cluster Manager?

    <p>Managing the cluster's nodes and workloads</p> Signup and view all the answers

    What is the advantage of using a Container Load Balancer in the cluster?

    <p>Efficient distribution of workloads across nodes</p> Signup and view all the answers

    What type of GPUs are offered by the service?

    <p>Variety of GPUs from H100s to T4</p> Signup and view all the answers

    What is the benefit of using the serverless API end points?

    <p>Scales up or down automatically with demand</p> Signup and view all the answers

    What is the primary function of the Shakti Cloud Speech AI Endpoint platform?

    <p>Access to speech services like ASR, TTS, Language translation</p> Signup and view all the answers

    What is the benefit of using the service's auto scaling feature?

    <p>Reduces costs when traffic is low</p> Signup and view all the answers

    What is the primary function of the Shakti Cloud Image Generation AI Endpoint platform?

    <p>Access to high quality image generation capabilities</p> Signup and view all the answers

    How do the real-time logs and alerts function in the service?

    <p>Provide alerts when the model gets more API requests or consumes more GPUs than the set limit</p> Signup and view all the answers

    What is the maximum speed of the NVIDIA Quantum-2 switches?

    <p>400Gb/s</p> Signup and view all the answers

    What type of GPUs does Shakti Cloud BM Large offer?

    <p>NVIDIA H100</p> Signup and view all the answers

    What is the main benefit of using Shakti Cloud's BareMetal GPU instances?

    <p>Low latency and high performance</p> Signup and view all the answers

    What is the purpose of Shakti Cloud's Serverless GPU solutions?

    <p>To provide on-demand access to GPU resources</p> Signup and view all the answers

    What is the name of the AI service provided by Shakti Cloud for Speech AI services?

    <p>NVIDIA Riva</p> Signup and view all the answers

    What is the primary use case for Shakti Cloud's Image Generation services?

    <p>Generative AI</p> Signup and view all the answers

    What is the advantage of using Shakti Cloud's Auto Scaling feature?

    <p>Dynamic resource allocation</p> Signup and view all the answers

    What is the maximum number of nodes that can be scaled in Shakti Cloud BM Large?

    <p>1000 nodes</p> Signup and view all the answers

    What is the primary benefit of using Shakti Cloud's NVIDIA HGX with eight NVIDIA H100 GPUs?

    <p>High-performance computing</p> Signup and view all the answers

    What is the main advantage of using Shakti Cloud's Platform as a Service (PaaS)?

    <p>Scalability</p> Signup and view all the answers

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