Tip
GitHub has a Discussions function/page (https://github.com/llmcloud24/de.KCD-Summer-School-2024/discussions), so feel free to use that as well! We will check and address your issues or suggestions there!
- Page: https://llmcloud2024.github.io
- Schedule: https://llmcloud24.github.io/schedule.html
- Github : https://github.com/llmcloud24/de.KCD-Summer-School-2024
- Discussions: https://github.com/llmcloud24/de.KCD-Summer-School-2024/discussions
- DeNBI cloud: https://signup.aai.lifescience-ri.eu/fed/registrar/?vo=denbi&group=LLMcloud24
- DeNBI cloud wiki: https://cloud.denbi.de/wiki/Compute_Center/Berlin
If you have any questions, please write to: [email protected]
Getting to know the de.NBI Cloud and each other: celebrating interdisciplinary and technological progress. Take a deep dive into access, roles and requirements and learn more about the project idea.
[09:00 - 10:00] Check-in & help with technical set-up
[10:00 – 11:00] Introduction (Lisa Schaak)
[11:00 - 12:00] de.NBI Cloud (Martin Braun, Jakob Mathis)
[12:00 – 13:00] Lunch Break
[13:00 – 15:00] de.NBI Cloud continued (Martin Braun, Jakob Mathis)
Before we can get the data to work for us, we need to work for the data: draft a data management plan, record all processing activities in accordance with the EU-GDPR, ensure IT-security and ethically sound and unbiased FAIR data.
[10:00 – 11:00] Data Protection (Fabian Praßer)
[11:00 - 12:00] Data Management I (Jeanne Wilbrandt)
[12:00 – 13:00] Lunch Break
[13:00 – 14:00] Data Management II (Jeanne Wilbrandt)
[14:00 - 15:00] Data Ethics (Lisa Schaak)
Now we are finally ready for the long awaited action: today we will be deploying our own LLM in the de.NBI cloud. Learn all the practical ins and outs of generative AI and transformer architecture. And see all our planning efforts from the previous days come to fruition.
[10:00 – 12:00] LLM Deployment I (Sebastian Lobentanzer)
[12:00 – 13:00] Lunch Break
[13:00 – 15:00] LLM Deployment II (Sebastian Lobentanzer)
We are live – but for how long? Today we will take another deep dive into the technical details – such as Let’s Encrypt certificates, reverse proxy, user authentication and backup – that are fundamental to keeping our service up and running.
[10:00 - 12:00] Operations I (Martin Braun, Jakob Mathis, Foo Wei Ten)
[12:00 - 13:00] Lunch Break
[13:00 - 15:00] Operations II (Martin Braun, Jakob Mathis, Foo Wei Ten)
You've made it! Today we will be wrapping up our week's work: we will reserve some time for self-study and Q&As to complete your hands-on examples. We will also look at some real-life examples and discuss the associated successes and challenges.
[10:00 - 11:00] Wrap-up Discussion (Lisa Schaak)
[11:00 - 13:00] Guided Self-Study (Martin Braun)