What is LLM Quantization?
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?
Code link: https://colab.research.google.com/git...
Quantization blog link: https://newsletter.maartengrootendors...
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(1) Hands on LLM playlist link (this video belongs to this playlist): • Hands on Large Language Models
(2) LLM from scratch playlist link: • Building LLMs from scratch
(3) Build Neural Networks from scratch playlist link: • Building Neural Networks from Scratch
(4) ML Teach by Doing playlist link:
• Machine Learning: Teach by Doing
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