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.