Hermes-2-Theta-Llama-3-70B
| Property | Value |
|---|---|
| Parameter Count | 70.6B |
| Model Type | Language Model |
| License | Llama3 |
| Tensor Type | BF16 |
What is Hermes-2-Theta-Llama-3-70B?
Hermes-2-Theta-Llama-3-70B is an advanced language model developed by Nous Research in collaboration with Arcee AI. It represents a sophisticated merger between Hermes 2 Pro and Meta's Llama-3 Instruct model, enhanced through additional RLHF training. The model excels in various benchmarks, achieving an impressive 9.04 average on MTBench and 87.99 on IFEval.
Implementation Details
The model utilizes ChatML as its primary prompt format, enabling structured multi-turn dialogues with system-level control. It supports advanced features like function calling and structured JSON outputs, making it particularly suitable for practical applications.
- Supports both 4-bit and 8-bit quantization
- Implements Flash Attention 2 for improved performance
- Features comprehensive function calling capabilities with JSON schema support
- Includes built-in chat templating functionality
Core Capabilities
- Advanced conversational abilities with ChatML format
- Structured output generation in JSON format
- Function calling with tool response handling
- Strong performance in reasoning and mathematical tasks
- Support for role-playing and creative content generation
Frequently Asked Questions
Q: What makes this model unique?
The model's unique strength lies in its combination of Hermes 2 Pro and Llama-3 capabilities, enhanced by RLHF training. It offers exceptional structured output capabilities and function calling features while maintaining strong performance across various benchmarks.
Q: What are the recommended use cases?
The model excels in conversational AI applications, structured data extraction, function calling scenarios, and complex reasoning tasks. It's particularly well-suited for applications requiring both creative content generation and structured data handling.
