Recipe-Using-GPT2

I want to finetune a Generative AI Model that takes ingredients as input and generate an accurate recipe specific to the Indian cuisine. Finetuning a generation model to be able to generate accurate recipes about a particular dish specific to your cuisine.

There is an existing dataset available on Kaggle which I used to extract some of the samples. I used this particular dataset because it fulfills my requirements of including Indian cuisine for recipe generation. The dataset contained cuisines from various cultures, but I extracted only the samples specific to Indian cuisine.

I have extracted more than 600 samples from the dataset. I also performed comprehensive data analysis to check for incorrect, incomprehensible, irrelavant data. I removed the irrelevant features, duplicate values, and samples that were in languages other than English. I imputated the null values as there were less number of fields. Similarly, I cleaned the text from extra spaces. In order to make sure diversity of the dataset, I included course and diet fields which make the data more diverse.