6min chapter

Practical AI: Machine Learning, Data Science, LLM cover image

A developer's toolkit for SOTA AI

Practical AI: Machine Learning, Data Science, LLM

CHAPTER

The Importance of Fine Tuning Locally

We're able to do this completely locally. Our base model has been trained on trillions of tokens of code. That's a lot. We don't actually ask, you know, companies to provision more hardware and even more like critically, we are able to do fine tuning during any idle time of that GPU. And so many people that I talked to are still very frustrated with kind of the workflow of the whole thing.

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