What is LLM Quantization?

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In this video, we learn about LLM quantization.

In particular, we learn about 3 things:

(1) How are LLM weights represented?
(2) What is quantization?
(3) Benefits and limits of quantization
(4) Mathematics of quantization
(5) What is the GGUF file format?

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(4) ML Teach by Doing playlist link:

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  1. Vizuara
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Thanks for the nice explanation, please get in to more depth of quantization like GGUF Vs AWQ vs QLORa, QAT vs PTQ and symmetric vs asymmetric

nikhiliyer