CREATIVE-WRITER-32B-PREVIEW Model Documentation

Introduction

The CREATIVE-WRITER-32B-PREVIEW is an experimental model designed for text generation with a focus on creative writing. It employs the "multiplicative-LoRA" fine-tuning method on a base model from the CohereForAI project.

Architecture

This model is built using the Transformers library, specifically fine-tuned on the CohereForAI/c4ai-command-r-08-2024 base model. It supports multiple functionalities, including conversational and text generation tasks.

Training

The model has been fine-tuned using the "multiplicative-LoRA" technique. This method enhances the model's ability to generate creative written content by adjusting the underlying architecture of the CohereForAI base model.

Guide: Running Locally

To run the CREATIVE-WRITER-32B-PREVIEW model locally, follow these steps:

1. Install Required Libraries: Ensure that you have the Transformers library installed. You can do this using pip:

   pip install transformers
   

2. Download the Model: Clone the model repository or download the model files from Hugging Face.

3. Load the Model: Use the Transformers library to load the model in your Python environment.

4. Run Inference: Set up your input texts and run the model to generate creative text outputs.

For optimal performance, consider using cloud GPUs provided by platforms like AWS, Google Cloud, or Azure.

License

The CREATIVE-WRITER-32B-PREVIEW model is licensed under the Creative Commons Attribution-NonCommercial 4.0 International (CC BY-NC 4.0). This allows for personal and educational use, but commercial use is not permitted without additional permissions.