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license: mit |
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## Overview |
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**DeepSeek** developed and released the **DeepSeek-R1** series, featuring multiple model sizes fine-tuned for high-performance text generation. These models are optimized for dialogue, reasoning, and information-seeking tasks, providing a balance of efficiency and accuracy while maintaining a smaller footprint compared to their original counterparts. |
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The DeepSeek-R1 models include distilled and full-scale variants of both **Qwen** and **Llama** architectures, catering to various applications such as customer support, conversational AI, research, and enterprise automation. |
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## Variants |
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### DeepSeek-R1 |
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| No | Variant | Branch | Cortex CLI command | |
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| -- | ---------------------------------------------------------------------------------------------- | ------- | ------------------------------------------ | |
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| 1 | [DeepSeek-R1-Distill-Qwen-1.5B](https://huggingface.co/cortexso/deepseek-r1/tree/1.5b) | 1.5b | `cortex run [WIP]` | |
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| 2 | [DeepSeek-R1-Distill-Qwen-7B](https://huggingface.co/cortexso/deepseek-r1/tree/7b) | 7b | `cortex run [WIP]` | |
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| 3 | [DeepSeek-R1-Distill-Llama-8B](https://huggingface.co/cortexso/deepseek-r1/tree/8b) | 8b | `cortex run [WIP]` | |
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| 4 | [DeepSeek-R1-Distill-Qwen-14B](https://huggingface.co/cortexso/deepseek-r1/tree/14b) | 14b | `cortex run [WIP]` | |
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| 5 | [DeepSeek-R1-Distill-Qwen-32B](https://huggingface.co/cortexso/deepseek-r1/tree/32b) | 32b | `cortex run [WIP]` | |
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| 6 | [DeepSeek-R1-Distill-Llama-70B](https://huggingface.co/cortexso/deepseek-r1/tree/70b) | 70b | `cortex run [WIP]` | |
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Each branch contains a default quantized version: |
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- **Qwen-1.5B:** q4-km |
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- **Qwen-7B:** q4-km |
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- **Llama-8B:** q4-km |
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- **Qwen-14B:** q4-km |
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- **Qwen-32B:** q4-km |
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- **Llama-70B:** q4-km |
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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/deepseek-r1 [WIP] |
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cortexso/deepseek-r1 [WIP] |
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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 [WIP] |
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``` |
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or |
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```bash |
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cortex run [WIP] |
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``` |
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## Credits |
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- **Author:** DeepSeek |
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- **Converter:** [Homebrew](https://www.homebrew.ltd/) |
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- **Original License:** [License](https://huggingface.co/deepseek-ai/DeepSeek-R1#license) |
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- **Papers:** [DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning](https://arxiv.org/html/2501.12948v1) |
