Mirai 3.0 70 B G G U F

Introduction

The Mirai-3.0-70B-GGUF model is a quantized version of the Blackroot/Mirai-3.0-70B model, optimized for performance in various applications such as roleplay and conversational tasks. The quantization work has been done by mradermacher.

Architecture

This model is based on the Transformers library and supports English language applications. It is tagged as experimental and indie, highlighting its use in innovative and cutting-edge projects. The model is available in multiple quantization formats, providing various options in terms of size and quality.

Training

The Mirai-3.0-70B-GGUF model utilizes static and weighted/imatrix quantizations to optimize the model size and performance. Different quantization levels are offered, ranging from Q2_K to Q8_0, each with specific size and performance characteristics. IQ-quants are recommended for optimal quality.

Guide: Running Locally

To run the Mirai-3.0-70B-GGUF model locally:

1. Download the Model: Choose a quantization type suitable for your needs from the list provided, such as Q4_K_S or Q8_0 for fast and high-quality performance.
2. Set Up Environment: Ensure you have the Transformers library installed and any dependencies required for the GGUF model format.
3. Load the Model: Follow guides similar to those provided by TheBloke for handling GGUF files, including concatenating multi-part files if necessary.
4. Execution: Utilize a compatible environment to run the model, optionally using cloud GPUs for enhanced performance. Services like AWS, Google Cloud, or Azure are recommended for accessing powerful compute resources.

License

The model is shared under terms specified by the creator, mradermacher, and any associated licensing with the base model, Blackroot/Mirai-3.0-70B. Ensure compliance with any additional restrictions or requirements provided in the model's license documentation.