deepseek ai. Deep Seek V3 Base G G U F

Introduction

DeepSeek-V3-Base-GGUF is a text generation model developed by DevQuasar. It is based on the Llama.cpp platform with quantized modifications to optimize performance. The model aims to make knowledge widely accessible.

Architecture

The model utilizes the Llama.cpp architecture and has been quantized to enhance efficiency. This quantization is based on a specific merge request from Llama.cpp, contributing to its advanced capabilities. The model is built upon the BF16 version of DeepSeek-V3-Base.

Training

Quantization of the model was performed on the BF16 version to optimize it for text generation tasks. This process involved leveraging community collaborations and open-source contributions to enhance its efficiency.

Guide: Running Locally

To run the DeepSeek-V3-Base-GGUF locally, follow these steps:

1. Clone the repository from Hugging Face.
2. Install the necessary dependencies, ensuring compatibility with the GGUF model.
3. Load the model using a framework that supports Llama.cpp quantized models.
4. Deploy the model for text generation tasks.

For optimal performance, using cloud GPUs such as AWS, GCP, or Azure is recommended.

License

The model is created with the intention of being freely available for everyone. Contributions and support are encouraged via the developer's Ko-fi page or personal website.