Name: PHAROS Training Series - Course 3 "Introduction to Large Language Models at Scale"
Start: 2025-12-18T10:00:00+02:00
End: 2025-12-18T14:00:00+02:00
Location: No location set

PHAROS Training Series - Course 3 "Introduction to Large Language Models at Scale"

Thursday, 18 December 2025 - 10:00

: Sessions

: Talks

: Breaks

18 Dec 2025

10:00	High Performance Computing for AI models - Nikos Bakas (GRNET) () HPCforAI.pdf
10:15	The AI Factory access modes of EuroHPC-JU - Nikos Bakas (GRNET) ()
10:25	Introduction to LLMs - Giorgos Filandrianos (NTUA) Maria Lymperaiou (NTUA) () AdvAI LLMs.pdf
10:45	Building Greek Large Language Models: Meltemi & Krikri - Eleni Batsi (ATHENA RC) () Building_Greek_LLMs_Meltemi_and_Krikri_v1.0.pdf
11:05	Fine Tune LLMs on a Single GPU (hands-on) - Nikos Bakas (GRNET) () Fine Tune LLMs on a Single GPU (hands-on)

12:35	--- Break ---
12:50	Scalability of LLMs & Emergent abilities - Maria Lymperaiou (NTUA) Giorgos Filandrianos (NTUA) () AdvAI LLMs.pdf
13:10	Fine Tune LLMs on an HPC node with multiple GPUs (code presentation) - Nikos Bakas (GRNET) () ScalabilityLLMs.pdf
13:30	Scalability results of finetuning: Performance, Efficiency, Convergence and Generalization - Panagiota Gyftou (GRNET) () Scalability_results_of_finetuning.pdf
13:50	Open Discussion and Q&A ()