InferQuest - Free inference engineer and model training roadmap
InferQuest is a free, open, non-commercial web app that provides structured learning paths for inference engineering and LLM training. It offers two tracks—serving LLMs fast and cheaply, and training models on minimal hardware—with quests, tasks, XP, levels, and streaks. The platform auto-verifies milestones like deployed endpoints, GPU kernels, training runs, and merged PRs, and includes graded quizzes and spaced-repetition drills. Ideal for engineers seeking practical, verified skills in AI infrastructure.
Every verified milestone leaves a receipt: probe results, harness metrics with your GPU’s name on them, merged-PR evidence. That’s a portfolio, not a certificate.
- anishvarghese
This is a fantastic resource, the barrier to entry for model training feels like it drops every week, but structured paths like this are still rare.
- jesse_portal
Made this free site that teaches everything required to get a job as either inference engineer or for model training by analyzing a bunch of current job requirements for job postings by top labs.
I'm working through it on my own but would love any advice or feedback.
- dfltr
The resource itself is cool, but I'm so tired of reading generated text. It's exhausting to look at something that's supposed to be giving me info and have to wade through the extra mental load of translating from LLM-ese back to human.