Generative-AI-Projects

This repository contains Gen AI projects that performs different tasks

PROJECT 1: TEXT GENERATION: AI Storyteller – Text Generation with GPT-2

This project demonstrates a simple AI storytelling system using the GPT-2 model from Hugging Face Transformers. It generates creative continuations of a story based on a user-provided prompt and explores how various text generation parameters influence the style and output of the generated content.

Features

• Load and use the GPT-2 model from Hugging Face

• Accept a text prompt from the user

• Generate a creative story continuation

• Experiment with different generation settings:

  • 1.temperature

  • 2.top_k

  • 3.max_length

• Display generated outputs clearly for comparison

• Provide a short reflection on how parameter changes affect storytelling

Objectives

• Understand how GPT-2 generates text

• Learn how generation parameters impact creativity and coherence

• Gain hands-on experience using Hugging Face's transformers library

Deliverables

• A Jupyter Notebook containing:

• GPT-2 loading and prompt input

• At least 3 different user prompts and generated stories

• Experimentation with generation settings

• A 4-5 line reflection on parameter impact

Requirements

• Python 3.6+

• Jupyter Notebook/Google Colab

• Install the required libraries:

  • pip install transformers torch

Reflection

A short section comparing how changes to temperature and top_k affect the tone, randomness, and creativity of the generated text.