Nous-Hermes-2-SOLAR-10.7B
| Property | Value |
|---|---|
| Parameter Count | 10.7B |
| Model Type | Language Model (SOLAR Architecture) |
| License | Apache 2.0 |
| Training Data | 1M GPT-4 Generated Entries |
| Format | ChatML |
What is Nous-Hermes-2-SOLAR-10.7B?
Nous-Hermes-2-SOLAR-10.7B is NousResearch's flagship model built on the SOLAR 10.7B architecture. This advanced language model represents a significant improvement over the base SOLAR model, trained on a million high-quality data entries primarily generated by GPT-4. The model implements the ChatML format, making it compatible with OpenAI-style interfaces and enabling structured multi-turn conversations.
Implementation Details
The model utilizes BF16 tensor type and is optimized for instruction-following and conversational tasks. It shows impressive performance across multiple benchmarks, including GPT4All (74.69%), AGIEval (47.79%), BigBench (44.84%), and TruthfulQA (55.92%).
- Built on SOLAR 10.7B base model
- Trained on 1M carefully curated entries
- Implements ChatML format for structured dialogue
- Supports system prompts for enhanced steerability
Core Capabilities
- Advanced reasoning and problem-solving abilities
- Strong performance in multiple-choice tasks
- Improved truthfulness compared to base model
- Structured chat interactions with system prompt support
- Compatible with OpenAI endpoint format
Frequently Asked Questions
Q: What makes this model unique?
The model combines the powerful SOLAR architecture with extensive GPT-4 generated training data, resulting in significant improvements across various benchmarks. Its ChatML implementation allows for more structured and controllable interactions.
Q: What are the recommended use cases?
The model excels in conversational AI, instruction-following tasks, and complex reasoning scenarios. It's particularly well-suited for applications requiring structured dialogue and system-prompt-guided interactions.
