ML Meetup (Amsterdam): Generative AI, LLMs and Text-to-Image

June 13, 2023
5:30 pm
ML6 Office Amsterdam
Karel Haerens
Machine Learning Engineer
Guest speakers
No guest speakers for this event

Join us for deep dive tech talks on AI/ML, food/drink, networking with speakers & peers developers

Agenda (CEST)

* 5:30pm~6:00pm: Checkin, food/drink, and networking
* 6:00pm~6:10pm: Welcome/community update
* 6:10pm~7:45pm: Tech talks
* 7:45pm: Open discussion, Mixer

Tech Talk 1: Intro to Generative AI and Diffusion

Speaker: Karel Haerens, ML Engineer Manager at ML6

Abstract:In this talk I explain the basic concepts behind diffusion models like stablediffusion, dall-e and midjourney, using cat pictures rather than complex math. I will cover where diffusion models came from, how they work, why they appeared now, and how they give rise to the hottest new skill on linkedin: "prompt engineering". To wrap up attendees can get their hands dirty by creating a collaborative artwork where everyone can submit prompts.

Tech Talk 2: Building LLM Powered NLP Applications with Haystack

Speaker: Tuana Celik, Developer Advocate at Deepset

Abstract: In this talk we will take a look at Haystack, an open source NLP framework by deepset, and the current state of building NLP applications. We will look at challenges we frequently face using LLMs (such as hallucinations), and what we can do to mitigate them. We will also look at different applications of language models with various prompting implementations such as Agents, chat applications and more.

Tech Talk 3: Automating Customer Support with LLMs

Speaker: Elina Oikonomou, Product Owner @Creative Fabrica

Abstract: In this talk we discuss how to build an intelligent customer support chatbot using LLMs and an internal Knowledge base. We will examine the system architecture, the conversation flow and how to build an end-to-end solution. We will finally look at the post-launch impact on user experience and the business, the performance and how to improve over time.

ML6 Amsterdam
Geldersekade 101e, 1011 EM Amsterdam, Netherlands |Google Map

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