The nbeerboweryi-prude-9B model is a powerful tool for various AI applications. In this article, we will walk you through how to effectively use this model, understand its quantization, and troubleshoot common issues.
Understanding Quantization
Quantization can be likened to packing a suitcase. Instead of carrying bulky items (original model weights), you choose smaller, smartly folded clothes (quantized weights) that occupy less space. This way, your travel is efficient, and you still retain what’s essential for your trips (model performance).
Usage Instructions
Getting started with the nbeerboweryi-prude-9B model involves downloading and using various GGUF files, which offer different sizes and levels of quality.
Downloading GGUF Files
- Q2_K (3.5 GB)
- IQ3_XS (3.8 GB)
- Q3_K_S (4.0 GB)
- IQ3_S (4.0 GB)
- IQ3_M (4.2 GB)
- Q3_K_M (4.4 GB)
- Q3_K_L (4.8 GB)
- IQ4_XS (4.9 GB)
- Q4_K_S (5.2 GB)
- Q4_K_M (5.4 GB)
- Q5_K_S (6.2 GB)
- Q5_K_M (6.4 GB)
- Q6_K (7.3 GB)
- Q8_0 (9.5 GB)
- f16 (17.8 GB)
Troubleshooting
If you encounter issues while downloading or using the GGUF files, here are some troubleshooting ideas:
- Ensure your internet connection is stable.
- Check if the links are accessible and have not expired.
- Look for common questions or requests in the model documentation or user community.
- If specific weighted imatrix quant models are not available, consider requesting them through the Community Discussion.
For more insights, updates, or to collaborate on AI development projects, stay connected with fxis.ai.
Additional Resources
For further information about GGUF file usage, you can refer to the guide from TheBlokesREADME. This resource can help users understand how to concatenate multi-part files efficiently.
At fxis.ai, we believe that such advancements are crucial for the future of AI, as they enable more comprehensive and effective solutions. Our team is continually exploring new methodologies to push the envelope in artificial intelligence, ensuring that our clients benefit from the latest technological innovations.

