Deep Dive Into Generative AI

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Reading Materials 👉 Google Drive Link

Slides

Transformer Model👉 Google Drive
Training Transformer 👉 Google Drive
Inference 👉 Google Drive
Prompting 👉 Google Drive
Fine tuning 👉 Google Drive
RLHF 👉 Google Drive

Others

Checklist 👉 Google Drive
Time.py 👉 Google Drive
Reading Materials 👉 Google Drive

Note Book

HO1.ipynb 👉 Google Drive
HO2.ipynb 👉 Google Drive
HO3.ipynb 👉 Google Drive
HO4.ipynb 👉 Google Drive
HO4 Python Script 👉 Google Drive

Course Content

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Module _I

Introduction to the Module _I

What is a Transformer

MLP Multi Layer Perceptron

Attention 2 Topics

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Lesson Content

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Multi Head Attention Part 1

Multi Head Attention Part 2

Feed Forward – Add & Norm

Input & Positional Embedding

Test Your Understanding – Quiz

Transformer Architecture – Solution

Putting it together – Transformer

Vision Transformer (ViT)

Module _II

Introduction to the Module _II

Language Modelling

Training Pipeline

Additional Remarks – Some things to remember

How to choose a Model

Hands On 2 Topics

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Lesson Content

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Classifcation – Home Assistant

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