👋 Welcome!

We are excited to have you on board as an Ainizer! The aim of this tutorial is to help you understand Ainizer's project better. In this tutorial, we will show how to fine-tune and deploy the GPT-2 model on Ainize as a live, easy-to-use service. Let's get started!

You will learn to

1. Fine-tune GPT-2 for text generation.
2. Use Docker for deployment.
3. Deploy a GPT-2 fine-tuned model on the Ainize Platform.

📝 Sample Project: New Pride and Prejudice with GPT-2

When reading a novel, have you ever wished you could change its plot? What if you could use an AI to do so? For this experiment, we chose the novel "Pride and Prejudice."

<aside> 📖 The male protagonist, Darcy, was arrogant to Elizabeth from their first meeting, and that fueled their separation. Over time, several events led him to relinquish his arrogance, Elizabeth to resolve a misunderstanding, and they finally fell in love.

</aside>

But, what If

• They fell in love at first sight?
• Mrs. Elizabeth didn't believe Mr. Wickham when he slandered Mr. Darcy?
• Mr. Darcy didn't send a letter containing the truth to convince her?
• Mr. Wickham and Mrs. Lydia (Elizabeth’s younger sister) didn't run away at night?
• etc…

What if the outcome of each incident had been different? Would they still be in love? With these curiosities in mind, we will train an AI model(GPT-2) with pride and prejudice and re-write a novel using it.