Create README.md

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 deepseek-r1-distill-qwen-1.5b` |
+| 2  | [DeepSeek-R1-Distill-Qwen-7B](https://huggingface.co/cortexso/deepseek-r1/tree/7b)             | 7b      | `cortex run deepseek-r1-distill-qwen-7b`   |
+| 3  | [DeepSeek-R1-Distill-Llama-8B](https://huggingface.co/cortexso/deepseek-r1/tree/8b)           | 8b      | `cortex run deepseek-r1-distill-llama-8b`  |
+| 4  | [DeepSeek-R1-Distill-Qwen-14B](https://huggingface.co/cortexso/deepseek-r1/tree/14b)           | 14b     | `cortex run deepseek-r1-distill-qwen-14b`  |
+| 5  | [DeepSeek-R1-Distill-Qwen-32B](https://huggingface.co/cortexso/deepseek-r1/tree/32b)           | 32b     | `cortex run deepseek-r1-distill-qwen-32b`  |
+| 6  | [DeepSeek-R1-Distill-Llama-70B](https://huggingface.co/cortexso/deepseek-r1/tree/70b)         | 70b     | `cortex run deepseek-r1-distill-llama-70b` |
+
+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)
+