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README.md
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---
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license: llama3
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---
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## Overview
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**Nous Research** developed and released the [Hermes 3](https://huggingface.co/NousResearch/Hermes-3-Llama-3.2-3B), a state-of-the-art instruction-tuned language model built on Llama-3.2-3B. This 3-billion parameter model is a fine-tuned version of Llama-3.2 and represents a leap forward in reasoning, multi-turn conversation, and structured outputs. It incorporates advanced role-playing capabilities, reliable function calling, and improved coherence over long contexts, making it a versatile assistant for various applications.
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Hermes 3 was trained with high-quality data, leveraging fine-tuning techniques on H100 GPUs via LambdaLabs GPU Cloud. The model excels in both general-purpose and specialized tasks, including code generation, reasoning, and advanced conversational abilities. With support for ChatML prompt formatting, Hermes 3 ensures compatibility with OpenAI endpoints and facilitates structured, steerable interactions for end-users.
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## Variants
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| No | Variant | Cortex CLI command |
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| --- | --- | --- |
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| 1 | [gguf](https://huggingface.co/cortexso/hermes3/tree/main) | `cortex run hermes3` |
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## Use it with Jan (UI)
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1. Install **Jan** using [Quickstart](https://jan.ai/docs/quickstart)
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2. Use in Jan model Hub:
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```text
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cortexso/hermes3
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```
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## Use it with Cortex (CLI)
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1. Install **Cortex** using [Quickstart](https://cortex.jan.ai/docs/quickstart)
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2. Run the model with command:
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```bash
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cortex run hermes3
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```
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## Credits
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- **Author:** Nous Research
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- **Converter:** [Homebrew](https://www.homebrew.ltd/)
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- **Original License:** [License](https://huggingface.co/NousResearch/Hermes-3-Llama-3.2-3B#license)
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- **Papers:** [Hermes 3 Technical Report](https://arxiv.org/pdf/2408.11857)
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