---
base_model: unsloth/meta-llama-3.1-8b-bnb-4bit
language:
- en
license: apache-2.0
tags:
- text-generation-inference
- transformers
- eldritch
- llama
- trl
---

# Llama3 Fine-Tuned on Novel Continuation Dataset


<img src="https://cdn-uploads.huggingface.co/production/uploads/6262d8e42597e1cb7c75a906/ZEb7vgWjHB8spkedOC1zv.png" alt="Model Logo" width="280" height="280">

<!-- ![image/png](https://cdn-uploads.huggingface.co/production/uploads/6262d8e42597e1cb7c75a906/ZEb7vgWjHB8spkedOC1zv.png) -->

<!-- ![image/png](https://cdn-uploads.huggingface.co/production/uploads/6262d8e42597e1cb7c75a906/by3IZsIsuDexcJumYnVsQ.png) -->

## Overview

This model, `llama-3.1-novel`, has been fine-tuned on a dataset containing over 10,000 records of novel text, specifically designed for the task of text continuation. The fine-tuning process was accelerated using [Unsloth](https://github.com/unslothai/unsloth) and Hugging Face's TRL library, achieving faster training times.

- **Developed by:** Eldritch
- **License:** Apache-2.0
- **Fine-tuned from model:** `unsloth/meta-llama-3.1-8b-bnb-4bit`

## Dataset Details

The dataset used for fine-tuning can be accessed [here](https://huggingface.co/datasets/Eldritch/epic-novels). It includes the following columns:

- **Instruction**: A prompt or instruction guiding the continuation of the novel.
- **Input**: An excerpt from the novel serving as the starting point for continuation.
- **Output**: The continuation of the novel, following the input text, as per the instruction.

### Language

- English

### Tags

- Text Generation
- Transformers
- Eldritch
- Llama
- TRL

### Size Category

- 10,000 < n < 100,000

## Model Usage

This fine-tuned Llama3 model demonstrates strong capabilities in generating coherent and stylistically consistent continuations for novel excerpts. It is particularly useful for:

- **Creative Writing Assistance**: Generating novel ideas and story continuations.
- **Narrative Exploration**: Exploring different narrative possibilities.
- **Educational Tools**: Teaching narrative structure and creative writing techniques.

### Accessing the Model

The model can be accessed and utilized through the Hugging Face Model Hub at [Eldritch/llama-3.1-novel](https://huggingface.co/Eldritch/llama-3.1-novel). The Hugging Face Transformers library can be used to load and interact with the model.

## License

This model and the associated dataset are distributed under the Apache-2.0 License. For more details, please refer to the license file.

## Acknowledgements

Special thanks to the authors and publishers of the novels included in the dataset, whose works have been instrumental in developing this model.

## Contact

For any inquiries or issues, please contact [Your Name] at [Your Contact Information].

[<img src="https://raw.githubusercontent.com/unslothai/unsloth/main/images/unsloth%20made%20with%20love.png" width="200"/>](https://github.com/unslothai/unsloth)