Hermes-2-Pro-Llama-3-8B-GGUF
| Property | Value |
|---|---|
| Parameter Count | 8.03B |
| License | Apache 2.0 |
| Architecture | LLaMA-3 |
| Format | GGUF Quantized |
What is Hermes-2-Pro-Llama-3-8B-GGUF?
Hermes-2-Pro-Llama-3-8B-GGUF is an advanced language model that represents an upgraded version of Nous Hermes 2, built on the LLaMA-3 architecture. This GGUF quantized version is optimized for efficient deployment while maintaining high performance in general tasks, conversation, function calling, and structured JSON outputs.
Implementation Details
The model utilizes the ChatML format for prompt structuring and implements special tokens for enhanced function calling capabilities. It includes sophisticated system prompts and multi-turn function calling structures, making it particularly suitable for complex interactions.
- Achieves 90% accuracy on function calling evaluations
- 84% accuracy on structured JSON output evaluations
- Implements special tokens like
, , and - Supports both CPU and GPU deployment with optimized memory usage
Core Capabilities
- Advanced function calling with structured outputs
- JSON mode for structured data generation
- High-quality conversational abilities
- Efficient performance on general language tasks
- System prompt customization for specific use cases
Frequently Asked Questions
Q: What makes this model unique?
The model's distinctive feature is its combination of efficient quantization with advanced function calling capabilities and structured output generation, making it particularly suitable for practical applications while maintaining a small deployment footprint.
Q: What are the recommended use cases?
The model excels in scenarios requiring structured data output, function calling, general conversation, and technical assistance. It's particularly well-suited for applications needing both natural language understanding and structured data handling.
