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---
title: GPT2 Text Generator
emoji: 🔥
colorFrom: blue
colorTo: yellow
sdk: gradio
sdk_version: 5.12.0
app_file: app.py
pinned: false
license: apache-2.0
short_description: GPT2 Text generator from the prompt provided.
---
# Shakespeare Text Generator
This is a Shakespeare-style text generator trained on Shakespeare's works. The model is based on the GPT 2 architecture and generates text in the style of Shakespeare's writings.
## How to Use
1. Enter a prompt in the text box
2. Adjust the generation parameters if desired:
- Max Length: Controls the maximum length of generated text
- Temperature: Controls randomness (higher = more random)
- Top K: Controls diversity of word choices
3. Click "Submit" to generate text
## Examples
Try some of the example prompts provided below the interface!
## Model Details
This model is a small GPT model trained on Shakespeare's texts. It uses the following architecture:
- 12 layers
- 768 embedding dimension
- 12 attention heads |