Overview

The nVidia DGX H100 system software and drivers have been upgraded.  To make the users familiar with the changes, a 3-day user training workshop is being organized from 6-8 Nov 2025.  The user training will allow individuals or teams to make full use of the upgraded NVIDIA DGX-100 Supercomputer's capabilities for their AI, machine learning, and other Supercomputer applications.

DAY

TOPIC

DETAILS

 

 

 

Day1

DGX Server&AI

KubernetesforGPUWorkloads

GPUPodScheduling,ResourceAllocation Strategies

FromCodetoContainer

BuildingCustomImagesforKubernetes

DeploymentStrategies

ProjectDeploymentonKubernetes

 

 

 

 

 

 

 

Day2

ModelTraining,optimizationanddeploymentwithinKubernetescluster

ModelTrainingandoptimization

ModelTrainingonNVIDIADGXwithinKubernetes cluster,TensorRT

 

 

TritonInferenceServer

-  Multi-modelHosting

-  DynamicModelLoading&Unloading

-  ModelRepositoryManagement

-  DynamicBatching

-  ConcurrentModelExecution

 

 

 

 

 

 

 

Day3

FineTuning LLMs

HuggingFacePipelineswithGPU Acceleration

 

Using Transformers withCUDA

 

AdvancedLargeLanguageModel(LLM) Optimization and Deployment

Parameter-EfficientFine-Tuning(LoRA, PEFT)

-  QuantizationTechniques

-  FlashAttentionOptimization

-  ModelEvaluation&Deployment

 Duration: 03 days

Timings: 9:30 AM – 4:30 PM

Location: Center for AI, Room 103, Block 2

Prerequisites: Participants should have knowledge of basics of Python programming language, Linux operating system and Machine Learning.

Registration Google Form: People who are interested in obtaining the training please fill the Google Form (link provided below):

Link: https://forms.gle/UfJVgCSmmeY9vhNBA

Number Limit: 20 participants 

 

Objectives of Event

Objectives

  • ·       Gaining expertise in using Kubernetes for nVidia GPUs
  • ·       Utilizing Docker containers
  • ·       Training and deployment of AI models within Kubernetes cluster
  • ·       Fine Tuning LLMs

Convener Details

Prof. Ashok Kumar

              Head, Center for AI in Medicine, Imaging & Forensics

Sharda University

Email: ashok.kumar6@sharda.ac.in

Phone: 8294600356

Co-ordinators:

 

Coordinator Details:

Ms. Bushra Khan

              Assistant Professor SAHS & member CAIMIF

Email: bushra.khan@sharda.ac.in

Phone: 9911694349

 

IT Support

Ms. Akash Singh

              CAIMIF

Email: akash.singh1@sharda.ac.in

Phone: 7902186142

Speaker Details:

  • Speaker : SUGANDH GUPTA Designation : Research and Training Consultant, AI Company : Global Infoventures Pvt. Ltd.