deepseek-r1 / README.md
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---
license: mit
---
## Overview
**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.
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.
## Variants
### DeepSeek-R1
| No | Variant | Branch | Cortex CLI command |
| -- | ---------------------------------------------------------------------------------------------- | ------- | ------------------------------------------ |
| 1 | [DeepSeek-R1-Distill-Qwen-1.5B](https://huggingface.co/cortexso/deepseek-r1/tree/1.5b) | 1.5b | `cortex run [WIP]` |
| 2 | [DeepSeek-R1-Distill-Qwen-7B](https://huggingface.co/cortexso/deepseek-r1/tree/7b) | 7b | `cortex run [WIP]` |
| 3 | [DeepSeek-R1-Distill-Llama-8B](https://huggingface.co/cortexso/deepseek-r1/tree/8b) | 8b | `cortex run [WIP]` |
| 4 | [DeepSeek-R1-Distill-Qwen-14B](https://huggingface.co/cortexso/deepseek-r1/tree/14b) | 14b | `cortex run [WIP]` |
| 5 | [DeepSeek-R1-Distill-Qwen-32B](https://huggingface.co/cortexso/deepseek-r1/tree/32b) | 32b | `cortex run [WIP]` |
| 6 | [DeepSeek-R1-Distill-Llama-70B](https://huggingface.co/cortexso/deepseek-r1/tree/70b) | 70b | `cortex run [WIP]` |
Each branch contains a default quantized version:
- **Qwen-1.5B:** q4-km
- **Qwen-7B:** q4-km
- **Llama-8B:** q4-km
- **Qwen-14B:** q4-km
- **Qwen-32B:** q4-km
- **Llama-70B:** q4-km
## Use it with Jan (UI)
1. Install **Jan** using [Quickstart](https://jan.ai/docs/quickstart)
2. Use in Jan model Hub:
```text
cortexso/deepseek-r1 [WIP]
cortexso/deepseek-r1 [WIP]
```
## Use it with Cortex (CLI)
1. Install **Cortex** using [Quickstart](https://cortex.jan.ai/docs/quickstart)
2. Run the model with command:
```bash
cortex run [WIP]
```
or
```bash
cortex run [WIP]
```
## Credits
- **Author:** DeepSeek
- **Converter:** [Homebrew](https://www.homebrew.ltd/)
- **Original License:** [License](https://huggingface.co/deepseek-ai/DeepSeek-R1#license)
- **Papers:** [DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning](https://arxiv.org/html/2501.12948v1)