Tiny LLM Learning Kit

People want to understand how language models work but find it intimidating. This is a packaged, easy-to-fork tiny LLM (9M params) that trains in minutes on free compute, letting anyone build and customize their own AI model. Great for educators, curious developers, and students.

LLM literacy is a genuine 2024–2025 trend — universities are scrambling to add AI curriculum and bootcamps are repackaging transformer explainers as fast as they can, so demand for hands-on learning tools is real and growing. No clear incumbent owns the "tiny trainable LLM for education" space, though Andrej Karpathy's nanoGPT sits in the same neighborhood as a free reference implementation and already has massive mindshare. The revenue band is unknown for good reason: educators and students are notoriously hard to monetize, and the core artifact here (a small open-source model repo) is essentially a GitHub project, not a product with natural purchase triggers. The most likely failure mode is that this stays permanently free, forks proliferate, and there's no defensible moment where a user reaches for a credit card — building a business around it would require a paid layer (hosted compute, structured courses, certification) that isn't described here.