Customised AI: Train your own Large Language Model

Event Details

This webinar serves to demystify the current trend on large language models (LLMs) and point out challenges and chances of creating a solution tailored to your needs. We will demonstrate how to fine-tune an LLM and offer an opportunity for developers and researchers to access European supercomputers to train their models free of charge.

Agenda

About Large Language Models (LLMs)

• What are Large Language Models (LLMs) and what are the typical use cases?
• Fine-tuning a pretrained model with own data
• Examples of open-source pretrained models
• LLMs as part of even larger ML models
• Risks of using existing LLM models

Trustworthy AI – EU compliance

• Ethics guidelines on trustworthy AI of the European Commission
• Cornerstones of the European Draft Regulation
• Assessment tool ALTAI and IEEE standard 7000 on value-based design

Customising LLMs to non-English languages

• The challenges of training an LLM for the Dutch language
• How the team dealt with a lack of compute power and a lack of data
• Why it’s important to train LLMs in non-English languages and the role of the Dutch model in the Netherlands

GPUs for your LLMs: train your model on a supercomputer

• EuroCC helps you get access to supercomputers to train your models
• Introducing Vienna Scientific Cluster (VSC), Austria’s flagship supercomputer
• Freely available compute power in Europe

How to fine-tune an LLM – short demo

More info & registration: https://eurocc-austria.at/events/events-workshops/train-your-llm