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 (C)</p>
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What is the primary purpose of the Shakti Cluster Manager?

<p>Managing the cluster's nodes and workloads (C)</p>
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What is the advantage of using a Container Load Balancer in the cluster?

<p>Efficient distribution of workloads across nodes (D)</p>
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What type of GPUs are offered by the service?

<p>Variety of GPUs from H100s to T4 (C)</p>
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What is the benefit of using the serverless API end points?

<p>Scales up or down automatically with demand (D)</p>
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What is the primary function of the Shakti Cloud Speech AI Endpoint platform?

<p>Access to speech services like ASR, TTS, Language translation (A)</p>
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What is the benefit of using the service's auto scaling feature?

<p>Reduces costs when traffic is low (C)</p>
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What is the primary function of the Shakti Cloud Image Generation AI Endpoint platform?

<p>Access to high quality image generation capabilities (A)</p>
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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 (B)</p>
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What is the maximum speed of the NVIDIA Quantum-2 switches?

<p>400Gb/s (B)</p>
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What type of GPUs does Shakti Cloud BM Large offer?

<p>NVIDIA H100 (A)</p>
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What is the main benefit of using Shakti Cloud's BareMetal GPU instances?

<p>Low latency and high performance (C)</p>
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What is the purpose of Shakti Cloud's Serverless GPU solutions?

<p>To provide on-demand access to GPU resources (D)</p>
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What is the name of the AI service provided by Shakti Cloud for Speech AI services?

<p>NVIDIA Riva (D)</p>
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What is the primary use case for Shakti Cloud's Image Generation services?

<p>Generative AI (B)</p>
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What is the advantage of using Shakti Cloud's Auto Scaling feature?

<p>Dynamic resource allocation (A)</p>
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What is the maximum number of nodes that can be scaled in Shakti Cloud BM Large?

<p>1000 nodes (A)</p>
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What is the primary benefit of using Shakti Cloud's NVIDIA HGX with eight NVIDIA H100 GPUs?

<p>High-performance computing (A)</p>
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What is the main advantage of using Shakti Cloud's Platform as a Service (PaaS)?

<p>Scalability (D)</p>
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