Back to directory

LLM examples

A set of examples for deploying LLMs on Aalto University's Triton cluster, covering local inference through Hugging Face Transformers and vLLM, Aalto's own LLM API, and configuring AI coding agents against Aalto's endpoints.

LLM examples

This repository contains examples of LLM deployments on Aalto University's compute premises, covering running local models on the Triton cluster through Hugging Face Transformers and vLLM, both for batch inference and as a server, and using Aalto's open-source LLM API.

It also includes configuration examples for pointing AI coding agents at Aalto's Azure and LLM Gateway endpoints, and for connecting agents to a SciComp documentation MCP server so they can look up live Triton docs instead of guessing. Separate task-workflow skills for AI coding agents on Triton live in the AaltoSciComp/triton-skills repository.

Written in Python. MIT licensed.

More in Tutorials

See all 478
  • BootLife

    github.com

    Conway's Game of Life implemented to run directly from a 512-byte x86 boot sector in assembly, using VGA memory itself as the simulation grid.

  • A technical blog post deriving the Y combinator as a composition of combinator birds in an array language, and examining how eager evaluation changes fixed-point recursion compared with the usual lazy telling.

  • System Design Atlas

    atlas-sysdes.vercel.app

    A free reference of worked system design problems with interactive architecture diagrams, covering ranked designs such as a feed, a chat app, a URL shortener, and a rate limiter, plus pages on the technologies behind them.