Tutorials

!! All tutorials are provided in view mode. Please make a copy to use and share. Some Notebooks have not been shared with Google Colab. Please download them to run.

Week 1

N-Gram Language Model Tutorial

Week 2

Tutorial on Deep Learning

Week 3

Pytorch Fundamentals

Week 4

Week 5

HuggingfaceTransformers Anatomy

Week 6

Week 7

Summarization Using Huggingface

Week 8

Translation Using Huggingface

Week 9

Effective Prompting Techniques

Week 10

Parameter Efficient Fine-Tuning (PEFT) with LoRA for NLP

Week 11

Fine-Tuning LLaMA with QLoRA

Week 12

Fine-tune using Unsloth

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