# neo-creative-gpt2-mini

## Overview
Neo-Creative is a lightweight GPT-2 model (6 layers) designed for short-form creative writing and world-building. It is optimized for speed and can be deployed on lower-resource devices.

## Model Architecture
- **Type:** Causal Language Model
- **Parameters:** ~82M parameters (Mini version)
- **Training:** Fine-tuned on a curated set of modern science fiction and fantasy novels.

## Intended Use
- Prompt generation for writers.
- NPC dialogue generation for video games.
- Creative brainstorming and poetry generation.

## Limitations
- Due to its small size, it may occasionally loop phrases if the temperature is too low.
- Does not have up-to-date factual knowledge of the real world.

## Example Code
```python
from transformers import pipeline, set_seed

generator = pipeline('text-generation', model='neo-creative-gpt2-mini')
set_seed(42)
prompt = "The stars flickered over the obsidian towers of"
print(generator(prompt, max_length=50, num_return_sequences=1))