
Hermes3 70B

Hermes3 70B is a large language model developed by Nousresearch, a company focused on advancing conversational intelligence. With 70b parameters, it is designed to deliver enhanced dialogue capabilities and contextual understanding. The model is released under the Meta Llama 3 Community License Agreement (META-LLAMA-3-CCLA), ensuring accessibility while adhering to specific usage guidelines. Its primary goal is to improve interactions through more natural and effective communication.
Description of Hermes3 70B
Hermes3 70B is the latest iteration of the Hermes series developed by Nous Research, designed to enhance conversational intelligence through advanced agentic capabilities. It excels in roleplaying, reasoning, and multi-turn conversations, maintaining coherence even in long context interactions. The model improves code generation and offers powerful steering capabilities to align with user needs. It supports structured outputs, function calling, and multi-turn chat dialogue with system prompts, enabling more dynamic and controlled interactions. Its focus on user alignment and enhanced dialogue makes it a versatile tool for complex tasks.
Parameters & Context Length of Hermes3 70B
Hermes3 70B is a large language model with 70b parameters, placing it in the very large models category, which excels at complex tasks but demands significant computational resources. Its 128k context length enables handling very long texts, making it ideal for extended dialogues or extensive documents, though this also increases resource requirements. The model’s design prioritizes advanced conversational and reasoning capabilities, balancing performance with the challenges of scaling.
- Name: Hermes3 70B
- Parameter Size: 70b
- Context Length: 128k
- Implications: Best for complex tasks, requiring significant resources; ideal for very long texts, highly resource-intensive.
Possible Intended Uses of Hermes3 70B
Hermes3 70B is a large language model with 70b parameters and a 128k context length, making it a versatile tool for content creation, code generation, and data analysis. These possible uses could be explored in scenarios requiring creative writing, programming assistance, or interpreting complex datasets. However, the effectiveness of these applications would depend on specific requirements, computational resources, and the need for further testing. Possible uses might include generating detailed reports, automating code snippets, or analyzing trends in large-scale data. While the model’s capabilities suggest potential applications, they should be thoroughly investigated to ensure alignment with user goals.
- Intended Uses: content creation, code generation, data analysis
- Model Name: Hermes3 70B
- Key Features: 70b parameters, 128k context length, advanced conversational and reasoning skills
Possible Applications of Hermes3 70B
Hermes3 70B is a large language model with 70b parameters and a 128k context length, offering possible applications in areas like content creation, code generation, and data analysis. These possible uses could involve generating creative text, assisting with programming tasks, or analyzing complex datasets. However, the possible applications of such a model would require thorough evaluation to ensure alignment with specific needs and constraints. Possible uses might also extend to other domains, but each scenario would need rigorous testing before deployment. The model’s capabilities suggest potential areas of application, but these must be carefully assessed to avoid unintended consequences.
- Model Name: Hermes3 70B
- Possible Applications: content creation, code generation, data analysis
- Key Features: 70b parameters, 128k context length, advanced conversational and reasoning skills
Quantized Versions & Hardware Requirements of Hermes3 70B
Hermes3 70B in its medium q4 version balances precision and performance, requiring a GPU with at least 16GB VRAM for efficient operation, though higher-end hardware may be needed for optimal results. This version is designed to reduce computational demands while maintaining robust capabilities, making it possible to run on mid-to-high-end graphics cards. However, the exact requirements depend on the specific workload and model size, and users should verify compatibility with their hardware.
- Quantized Versions: fp16, q2, q3, q4, q5, q6, q8
- Model Name: Hermes3 70B
- Key Feature: Medium q4 version for balanced performance and precision
Conclusion
Hermes3 70B is a large language model developed by Nous Research with 70b parameters and a 128k context length, designed for advanced conversational and reasoning tasks. It supports content creation, code generation, and data analysis through multiple quantized versions, including q4, while requiring significant hardware resources for optimal performance.
References
Benchmarks
Benchmark Name | Score |
---|---|
Instruction Following Evaluation (IFEval) | 76.61 |
Big Bench Hard (BBH) | 53.77 |
Mathematical Reasoning Test (MATH Lvl 5) | 21.00 |
General Purpose Question Answering (GPQA) | 14.88 |
Multimodal Understanding and Reasoning (MUSR) | 23.43 |
Massive Multitask Language Understanding (MMLU-PRO) | 41.41 |
