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16 changes: 16 additions & 0 deletions series/plzen-pyvo/events/f/2025-11-12.yaml
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name: Plzeňské Pyvo
city: plzen
venue: raven-pub-bolevec # raven-pub-city ?
start: 2025-11-12 18:00:00
# topic: ...
number: 47
description: |
...

talks:
- title: Když máš jen 4 GB VRAM: kvantizace jako cheat code pro LLM.
description: |
Stále častěji se nasazují LLM modely – od shrnutí dokumentů, přes opravy textu až po nové hry, kde NPC s pokročilou inteligencí s vámi smlouvá o ceně lektvaru. Pro produkční systémy je ideální server, ale co když jde jen o MVP nebo proof of concept? Lokální model je skvělá cesta. Jenže co dělat, když máte k dispozici jen 4 GB GPU RAM? Řešením jsou kvantizované modely, které snadno rozběhnete pomocí Ollama serveru.
lightning: false
speakers:
- David Beneš