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How to Build an On-Premise LLM Finetuning Platform

2025-06-24 – 2025-06-24 Meetup Visit website ↗

Activities tracked

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Aziz (Aleph Alpha) will talk about How to Build an On-Premise LLM Finetuning Platform in which we will be exploring different fine-tuning approaches — including LoRA, QLoRA, and full finetuning — and discuss when to use each. We’ll also show how to implement dynamic worker scheduling and automatic GPU resource allocation, helping you streamline training workflows and turbocharge your engineering teams — all while ensuring your data stays securely on your own infrastructure.

If you want to join this event, please sign up on our Luma page: https://lu.ma/dl0nl7hb ​⚠️ Registration is free, but required due to building security.

🔈 Speakers:

  • Aziz Belaweid, AI Engineer

Agenda:

18:30 Doors open: time for networking with fellow attendees 19:00 Talk and Q&A 20:00 Mingling and networking with pizza and drinks 21:00 Meetup ends

- Where: In person, Aleph Alpha Berlin, Ritterstraße 6 - When: Tuesday, June 24th - Language: English

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How to Build an On-Premise LLM Finetuning Platform

2025-06-24
talk
Aziz Belaweid (Aleph Alpha)

Aziz (Aleph Alpha) will talk about How to Build an On-Premise LLM Finetuning Platform in which we will be exploring different fine-tuning approaches — including LoRA, QLoRA, and full finetuning — and discuss when to use each. We’ll also show how to implement dynamic worker scheduling and automatic GPU resource allocation, helping you streamline training workflows and turbocharge your engineering teams — all while ensuring your data stays securely on your own infrastructure.