# Adonalsium-gpt

## Basic Information

- **Model Name**: Adonalsium-gpt-neo-1.3B
- **Model Type**: Text Generation
- **Developers**: [Jake T](https://github.com/JakeTurner616/), [Ilijah P](https://github.com/IlijahP/)
- **Contact Information**: jake@serverboi.org, [Github repo](https://github.com/JakeTurner616/Adonalsium)
- **Model Data Source**: Cosmere series novels by Brandon Sanderson. Dataset and workflows can be found [here](https://github.com/IlijahP/Adonalsium)
- **Data Visualization**: [Cosmere Character Visualization](https://serverboi.org/Adonalsium/)
- **Training and Generation Notebook**: [Google Colab Notebook](https://colab.research.google.com/drive/1hdvHsdC0N5LxnKT1xH7apsi2WV4OdIdV?usp=sharing)

## Overview

This LLM was trained as an attempt to generate text that mirrors the complex narrative and character interactions of Brandon Sanderson's Cosmere series, aiming to enhance creative storytelling and facilitate academic research in narrative analysis.

## Data Source

The model leverages comprehensive datasets derived from the entire Cosmere series, enriched by dynamic visualizations that highlight the complex interplay of relationships and interactions within the Cosmere universe.

## Technical Details

- **Environment**: Google Colab
- **Architecture**: GPT-neo tailored for Cosmere narratives
- **Training Data**: Cosmere series

| Step | Training Loss |
|------|---------------|
| 500  | 2.592800      |
| 1000 | 2.382900      |

Detailed technical specifics, including architecture choices, hyperparameters, and training methodologies, are documented in the accompanying [training and generation notebook](https://colab.research.google.com/drive/1hdvHsdC0N5LxnKT1xH7apsi2WV4OdIdV?usp=sharing).

## Access and Usage

The model is accessible for use as detailed in the [training and generation notebook](https://colab.research.google.com/drive/1hdvHsdC0N5LxnKT1xH7apsi2WV4OdIdV?usp=sharing), designed to streamline adoption for creative and research endeavors within the Cosmere thematic universe.
{"license": "mit", "base_model": "EleutherAI/gpt-neo-1.3B"}
transformers safetensors gpt_neo text-generation base_model:EleutherAI/gpt-neo-1.3B license:mit autotrain_compatible endpoints_compatible has_space region:us