recipe-gen-mini-gpt

Overview

RecipeGen Mini is a lightweight text generator trained on a diverse corpus of recipes. Given an ingredient list, it generates creative cooking instructions and dish titles.

Model Architecture

• Architecture: GPT-2 (Distilled)
• Layers: 6 (optimized for edge deployment)
• Attention Heads: 12

Intended Use

• Culinary inspiration for home cooks.
• Menu generation for creative kitchens.
• Creative writing assistance in food blogging.

Limitations

• Occasionally suggests illogical cooking temperatures.
• Does not verify nutritional safety or allergen information.

Example Code

from transformers import pipeline

generator = pipeline('text-generation', model='recipe-gen-mini-gpt')
prompt = "Ingredients: Tomatoes, Basil, Garlic. Instructions:"
print(generator(prompt, max_length=100))