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In this tutorial on applied NLP, we will learn how to fine-tune a text generation model and push the generated text into the Hugging Face model Hub. We will also explore the stable diffusion aspect. The model being used is called SD Prompt Generator GPT Neo for generating prompts for stable diffusion. This tool is designed to help beginners generate detailed prompts for AI. The final outcome will be demonstrated in this tutorial.