YoVDO

AI Text Generation with GPT-2 - Fine-Tuning on Indian Food Recipes Dataset

Offered By: 1littlecoder via YouTube

Tags

Machine Learning Courses Python Courses GPT-2 Courses Text Generation Courses Kaggle Courses Fine-Tuning Courses Hugging Face Courses

Course Description

Overview

Learn to fine-tune a pre-trained GPT-2 model with custom text data for AI-generated Indian food recipes in this 20-minute Python NLP tutorial. Explore the aitextgen package to leverage the 124M GPT-2 model, prepare your dataset, and generate new text. Discover how to use Kaggle datasets, install necessary packages, and prepare input data for fine-tuning. Follow step-by-step instructions to train the model and generate creative recipe content. Gain insights into uploading models to Hugging Face and explore related resources for further learning in natural language processing and machine learning applications.

Syllabus

Intro
Dataset
Package
Kaggle Notebook
Installing A8 Exchange
Data Preparation
Input Data
FineTuning
Generate Model
Results


Taught by

1littlecoder

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