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ML meetup at Selectel 2025!
Hi everyone! On April 23 in St. Petersburg the Selectel ML meetup is happening, where I'll be hosting the event and also giving a talk on picking infrastructure for LLMs!
I'll tell you how to pick infrastructure for ML that fits any business need, using Selectel cases as examples.
You'll learn what tools help you choose infrastructure, how to test inference performance, and how to automate the process. You'll figure out the path from manually running model examples to automated analysis of framework performance on GPUs with optimal configuration selection.
There will be a lot on picking GPUs for inference, configuring vLLM, SGLang and other frameworks, and using load testing tools like locust, k6, and genai-perf. Looking forward to seeing everyone at the meetup, come in person or online :)
Meetup announcement from the organizers:
This is a meetup for people who build ML - no fluff, just real cases, production tasks, and live discussions. We're creating a space where active participation matters more than passive listening!
This year you'll see an ML Startup Pitch - a session where you can present your pet projects. Yes, it's open to pre-MVP projects too! A great chance to show your project, get feedback, and compete for the prize pool.
And the whole chat will be judging them!
📍 April 23, St. Petersburg + online
🔗 MLechny Put (Selectel's ML meetup) - registration and details
🔗 ML Pitch - apply to pitch