Lectures on Modern Scientific Programing 2024

Contribution List

1. Openning

Gergely Barnafoldi (Wigner RCP RMI of the Hungarian Academy of Sciences)

20/11/2024, 08:40

Lectures

14. Introduction to Language Modeling

Márton Makrai

20/11/2024, 09:00

Lectures

The task of predicting the next word in a sentence is called language modelling. In the early times of machine learning, this task was important for machine translation. The first talk also tells what world embeddings of shallow neural networks knew about the relations between the lexical meanings of the words. One of the main components of the deep neural language models also came from...

15. LLM Applications

Dávid Nemeskey, Natabara Máté Gyöngyössy (ELTE Eötvös Loránd University)

20/11/2024, 11:00

Lectures

A high-level review of the current state of adapting LLMs: fine tuning, prompting, RAG. Including a practical overview of LLM parameters (such as size, limitations, most widespread parametrization, etc).

16. LLMs in Scientific Coding

Marcell Stippinger (HUN-REN Wigner FK RMI Komputációs Tudományok Osztálya)

20/11/2024, 14:00

Hands-on Session

Usage of LLMs in scientific coding lecture + demonstrations

17. Scientific Coding Agents in Practice

Natabara Máté Gyöngyössy (ELTE Eötvös Loránd University)

20/11/2024, 16:00

Hands-on Session

Taskwiever-based FTDT tooling

13. Hands-on Session