Building AI/ML Models with Shakti AI Lab

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22 Questions

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

3200GBps

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

Shakti AI Lab service

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

No server management hassle

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

Auto scaling with minimum cold start

What is the primary purpose of the Shakti Cluster Manager?

Managing the cluster's nodes and workloads

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

Efficient distribution of workloads across nodes

What type of GPUs are offered by the service?

Variety of GPUs from H100s to T4

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

Scales up or down automatically with demand

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

Access to speech services like ASR, TTS, Language translation

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

Reduces costs when traffic is low

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

Access to high quality image generation capabilities

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

Provide alerts when the model gets more API requests or consumes more GPUs than the set limit

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

400Gb/s

What type of GPUs does Shakti Cloud BM Large offer?

NVIDIA H100

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

Low latency and high performance

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

To provide on-demand access to GPU resources

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

NVIDIA Riva

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

Generative AI

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

Dynamic resource allocation

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

1000 nodes

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

High-performance computing

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

Scalability

Learn how to efficiently build, optimize and scale AI/ML models using Shakti AI Lab's personalized sandbox with integrated tools, frameworks, and datasets. Scale your workloads with minimal cold start and integrate with your LMS. Explore the power of AI/ML with this comprehensive platform.

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