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Machine Learning

The Math Behind Modern AI, Derived and Then Coded in NumPy

The maths modern AI leans on, derived step by step and checked against clean NumPy. Dense layers, regression, cross-entropy gradients, …

G

Gurpreet Deol

16 hours ago • 53 min read

0 0 6
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Machine Learning

Fine-Tune an LLM on One GPU with LoRA and QLoRA From First Principles (Math, NumPy and Production Code)

Learn how LoRA and QLoRA let you fine-tune a 7B model on a single consumer GPU, from the memory arithmetic …

G

Gurpreet Deol

16 hours ago • 50 min read

0 0 7
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