AI Models Examples

This repository was created to understand the model
on which GenAI is based, and was written as an example.

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1. Understanding Diffusion Model

• Auto-Regressive Model
  • Reference / Code Practice
• Generative Adversarial Nets
  • Reference / Code Practice

2. Understanding Large Language Model

• (1)

Requirements

• Python 3.10.x
• jupyter 1.0.0
• numpy 2.1.0
• pandas 2.2.2
• scikit-learn 1.5.1
• statsmodels 0.14.2
• scipy 1.14.1