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Pythonimous/
ficbot-name2bio

Name: ficbot-name2bio
Rating: 2.5 (15 reviews)

safetensors

gguf

gpt2

creativeml-openrail-m

endpoints_compatible

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Name2Bio Model

This repository hosts the raw Hugging Face model files for the Name2Bio transformer model. This model is designed to generate creative character bios given an input name. It is based on the DistilGPT2 architecture and has been fine-tuned on a curated dataset of character names and bios.

There are traditional huggingface files, as well as name2bio.gguf, which is a llama.cpp model for faster CPU inference.

Overview

The Name2Bio model accepts a character name as input and generates a corresponding bio. The repository includes all the necessary files to load the model using the Hugging Face Transformers library.

How to Use

Installation

Install the required library:

pip install transformers

Loading the Model

You can load the model and generate a bio using the code from example_huggingface.py, and example_llama.py for Huggingface and Llama (faster CPU inference) respectively.


### Example Prompt

For example, the prompt:

[NAME] Goku [BIO]


will generate a creative biography for Goku.

## Intended Use Cases

- **Character Creation:** A tool for writers and creators to generate inspirational character bios.
- **Creative Storytelling:** Quickly generate detailed bios for fictional narratives.
- **Rapid Prototyping:** Iterate on character concepts with AI-generated suggestions.

## Model Training and Fine-Tuning

This model was fine-tuned on a dataset of character names and bios. For more details on the training process, please refer to [this repository](https://github.com/Pythonimous/ficbot-backend).

## Contact

For any questions or further information, please contact kir.nikolaev.7@gmail.com

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Feel free to use and adapt this model for your projects!

Pythonimous/ficbot-name2bio