Hermes-3-Llama-3.1-70B-FP8
| Property | Value |
|---|---|
| Parameter Count | 70.6B |
| Model Type | Large Language Model |
| Architecture | Llama 3.1 |
| License | Llama3 |
| Paper | Technical Report |
| Quantization | FP8 (F8_E4M3) |
What is Hermes-3-Llama-3.1-70B-FP8?
Hermes-3-Llama-3.1-70B-FP8 is NousResearch's latest flagship language model, built on Meta's Llama 3.1 architecture and optimized for vLLM deployment. This FP8-quantized version maintains the powerful capabilities of the full model while offering improved memory efficiency and deployment options.
Implementation Details
The model implements the ChatML format for structured dialogue, supporting system prompts for enhanced control and steerability. It's specifically optimized for use with vLLM and includes comprehensive function calling capabilities and JSON mode for structured outputs.
- Advanced agentic capabilities and improved roleplaying
- Enhanced reasoning and multi-turn conversation abilities
- Optimized for long context coherence
- Specialized function calling and structured output capabilities
Core Capabilities
- Competitive performance against Llama-3.1 Instruct models
- Powerful function calling with JSON schema support
- Structured output generation with customizable schemas
- Multi-turn dialogue with system-level control
- Code generation and technical task handling
Frequently Asked Questions
Q: What makes this model unique?
The model stands out for its FP8 quantization while maintaining high performance, its enhanced function calling capabilities, and its focus on user alignment with powerful steering capabilities. It represents an evolution in the Hermes series with improved agentic behavior and reasoning abilities.
Q: What are the recommended use cases?
The model excels in chatbot applications, function calling scenarios, structured data generation, code assistance, and complex reasoning tasks. It's particularly suitable for applications requiring both high performance and efficient deployment through vLLM.
