Name: HPC Training Series - Course 9 "Running LLMs on HPC: Transformers, Inference & Deployment"
Start: 2025-01-17T10:00:00+02:00
End: 2025-01-17T14:30:00+02:00
Location: No location set

HPC Training Series - Course 9 "Running LLMs on HPC: Transformers, Inference & Deployment"

Friday, 17 January 2025 - 10:00

: Sessions

: Talks

: Breaks

17 Jan 2025

10:00	Setting up the hands-on environment (local or cloud-based/ HPC), issues solving ()
10:30	The Greek Competence Center for HPC & AI - Mr Ilias Hatzakis (GRNET) () The Greek Competence Center for HPC & AI - Hatzakis, GRNET.pdf
10:40	Introduction to Hugging Face Transformers, embeddings’ models, and basics of Retrieval-Augmented Generation - Dr Nikos Bakas (GRNET) () Introduction to Hugging Face Transformers, embeddings’ models, and basics of Retrieval-Augmented Generation

12:00	Using LLMs on “Aristotelis” HPC infrastructure: deployment, experimentation, capacity and limitations, applications - Dr George Vlahavas (AUTH) () Using LLMs on “Aristotelis” HPC infrastructure deployment, experimentation, capacity and limitations, applications - Vlahavas, AUTH.pdf
12:45	--- Break ---
13:00	Inference of Hugging Face’s Pre-Trained LLMs on HPC Systems - Dr Marco Magliulo (LuxProvide / MeluXina) ()
13:45	Training the Greek LLM Meltemi - Dr Vassilis Katsouros (Athena RC) () Training the Greek LLM Meltemi - Katsouros, Athena RC.pdf
14:15	Wrap up / Q&A / Discussion ()