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--- |
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license: llama3 |
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pipeline_tag: text-generation |
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tags: |
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- cortex.cpp |
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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 | [Hermes3-3b](https://huggingface.co/cortexso/hermes3/tree/main) | `cortex run hermes3:3b` | |
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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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```bash |
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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/meta-llama/Meta-Llama-3-8B/blob/main/LICENSE) |
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- **Papers:** [Hermes 3 Technical Report](https://arxiv.org/pdf/2408.11857) |