experimental lwd Mirau R P 14 B G G U F I Q Imatrix

Introduction

The experimental-lwd-Mirau-RP-14B-GGUF-IQ-Imatrix model is a cutting-edge language model developed by Lewdiculous. It is designed for advanced conversational and roleplaying applications, leveraging the capabilities of the GGUF library and optimized for English language processing.

Architecture

This model is based on the AetherArchitectural/lwd-Mirau-RP-14B framework. It integrates several tags for specialized tasks, including qwen, qwen2, rp, roleplay, and chatml, which are tailored for enhancing conversational AI and roleplay scenarios.

Training

The model uses experimental quantization techniques for testing various applications. It is built on the AetherArchitectural/lwd-Mirau-RP-14b base model, which provides a robust foundation for further development in language processing tasks.

Guide: Running Locally

1. Clone the Repository:
   Clone the model repository to your local machine using Git.

   git clone https://huggingface.co/Lewdiculous/experimental-lwd-Mirau-RP-14B-GGUF-IQ-Imatrix
   

2. Install Dependencies:
   Install necessary dependencies via pip.

   pip install -r requirements.txt
   

3. Load the Model:
   Use your preferred Python environment to load and interact with the model.

   from transformers import AutoModel
   model = AutoModel.from_pretrained("Lewdiculous/experimental-lwd-Mirau-RP-14B-GGUF-IQ-Imatrix")
   

4. Run Inference:
   Execute your script or notebook to perform inference tasks with the model.

Suggested Cloud GPUs

For optimal performance, consider using cloud-based GPU services such as AWS EC2 with NVIDIA Tesla V100 or Google's TPU offerings to handle the computational demands efficiently.

License

Please refer to the model's repository on Hugging Face for specific licensing details, as they are not explicitly mentioned in the provided content.