Mistral-MOE-4X7B-Dark-MultiVerse-24B-GGUF

Introduction

The Mistral-MOE-4X7B-Dark-MultiVerse-24B-GGUF is a powerful AI model designed for text generation. It leverages a mixture of experts technique to combine four 7-billion parameter models into a single 24-billion parameter powerhouse. This model excels in generating vivid, intense prose for a variety of creative writing tasks including fiction, storytelling, and role-playing. It is uncensored and capable of producing content across all genres.

Architecture

This model uses a mixture of experts (MoE) architecture. It integrates four top-performing Mistral 7B models, resulting in a large 24B parameter model. This setup enables the model to deliver high-quality text generation with low perplexity. The model is designed to work with various templates like Llama3, Mistral, Alpaca, or "Command-R".

Training

The Mistral-MOE-4X7B model has been trained to follow instructions and generate outputs suitable for creative writing. It is optimized for stability and compressed to maintain high performance despite its large size. This model supports dynamic temperature settings and diverse sampling techniques to enhance the quality of its outputs.

Guide: Running Locally

1. Installation: Clone the repository and install the necessary dependencies.
2. Configuration: Set the number of experts you want to use. Options are available in LMStudio, Text-Generation-Webui, and KolboldCPP.
3. Execution: Load the model in your preferred environment and adjust parameters for optimal performance, such as temperature and smoothing factors.
4. Hardware Requirements: The model can run on 16GB VRAM cards with performance improvements on mid-range GPUs. Consider using cloud GPUs like those from AWS or Google Cloud for enhanced processing speed and capacity.

License

This model is licensed under the Apache 2.0 License, allowing for broad use and modification with proper attribution. For more details, see the license file.