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Common questions.

What is this?
A place focused on language models — understanding how they work, how fine-tuning and distillation change them, and how small models can go further than their size suggests. It's writing and experiments, not a sales pitch.
What will I find here?
Blog posts on LLMs and fine-tuning, and longer research notes on distillation, small models, and evaluation. New writing is added regularly.
Who is it for?
Engineers and researchers curious about fine-tuning open models and running smaller ones — anyone who wants the practical details, not just the headlines.
How do I follow along?
Subscribe to the RSS feed, or just check back. Everything is public.
Is there a product?
Not yet. This is where the thinking and the experiments live. Anything usable will show up here first.