BeAIhomiemaid-DPO-12B-v1-i1-GGUF
| Property | Value |
|---|---|
| Base Model | 12B Parameters |
| Author | mradermacher |
| Model Type | GGUF Quantized |
| Source | Koriea/BeAIhomiemaid-DPO-12B-v1 |
What is BeAIhomiemaid-DPO-12B-v1-i1-GGUF?
This is a comprehensive collection of GGUF quantized versions of the BeAIhomiemaid-DPO-12B model, offering various compression levels ranging from 3.1GB to 10.2GB. The model features both iMatrix (IQ) and standard quantization options, providing users with flexibility in choosing between size, speed, and quality tradeoffs.
Implementation Details
The implementation includes multiple quantization types, with special focus on iMatrix quantization technology. The model offers various compression levels, from highly compressed IQ1_S (3.1GB) to high-quality Q6_K (10.2GB) variants.
- Includes both iMatrix (IQ) and standard quantization options
- Size ranges from 3.1GB to 10.2GB
- Features optimized variants for different use cases
- Implements weighted/imatrix quantization techniques
Core Capabilities
- Multiple quantization options for different hardware requirements
- Optimal size/speed/quality balance in Q4_K_S variant (7.2GB)
- High-quality output with Q6_K variant (10.2GB)
- Efficient compression while maintaining model performance
Frequently Asked Questions
Q: What makes this model unique?
The model offers an extensive range of quantization options, including innovative iMatrix quantization, allowing users to choose the perfect balance between model size, speed, and quality for their specific use case.
Q: What are the recommended use cases?
For optimal performance, the Q4_K_M (7.6GB) variant is recommended for general use, offering a good balance of speed and quality. For those with limited resources, the IQ3 variants provide reasonable quality at smaller sizes, while those needing maximum quality should consider the Q6_K variant.
