Chapter 06
LoRA, quantisation and accelerate
Fitting fine-tuning and inference of large models onto modest hardware, and scaling the same code up.
6 concepts locked
6 more chapters, 37 more concepts, free with an account.
You have read the open chapters of the Hugging Face sheet. Every concept it covers is listed above, and an account opens the rest of them, the examples, the pitfalls and the whole library alongside it. Early access is open: sign up and your account is active shortly after.
Everything here is free to learn from. A few things, like adding a roadmap, keeping a cheat sheet or asking Tauseef a question, use credits. You get 15 when you join, your first roadmap is free, and if you are learning seriously and run out, you can ask for more. Credits only make sure the platform goes to people who are actually learning.