DeepSeek Math 7B Instruct GGUF
| Property | Value |
|---|---|
| Model Size | 7B parameters |
| License | MIT License (Code), Custom Model License |
| Author | QuantFactory |
| Format | GGUF (Quantized) |
What is deepseek-math-7b-instruct-GGUF?
DeepSeek Math 7B Instruct GGUF is a quantized version of the original deepseek-ai/deepseek-math-7b-instruct model, specifically optimized for mathematical reasoning and computation tasks. Created using llama.cpp, this model maintains the mathematical capabilities of the original while offering improved efficiency through quantization.
Implementation Details
The model implements a specialized architecture designed for mathematical problem-solving, utilizing chain-of-thought prompting for step-by-step reasoning. It supports both English and Chinese inputs and requires specific prompt formatting for optimal performance.
- Quantized architecture using GGUF format
- Integrated chat template support
- Optimized for bfloat16 precision
- Automatic BOS token handling
Core Capabilities
- Mathematical reasoning and computation
- Step-by-step problem solving
- Support for integral calculus and complex mathematical operations
- Bilingual support (English and Chinese)
- Commercial use support
Frequently Asked Questions
Q: What makes this model unique?
This model combines the mathematical reasoning capabilities of DeepSeek Math with the efficiency of GGUF quantization, making it more accessible for deployment while maintaining high performance in mathematical tasks.
Q: What are the recommended use cases?
The model excels in mathematical problem-solving scenarios, particularly when step-by-step reasoning is required. It's ideal for educational applications, mathematical computation tasks, and situations requiring detailed mathematical explanations.
