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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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+
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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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+
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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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+
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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)