Create README.md

README.md

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+---
+license: apache-2.0
+pipeline_tag: text-generation
+tags:
+- cortexp.cpp
+- featured
+---
+
+## Overview
+
+**Qwen Team** developed and released the **Qwen3** series, a state-of-the-art family of language models optimized for advanced reasoning, dialogue, instruction-following, and agentic use cases. Qwen3 introduces innovative thinking/non-thinking mode switching, long context capabilities, and multilingual support, all while achieving high efficiency and performance.
+
+The Qwen3 models span several sizes and include support for seamless reasoning, complex tool usage, and detailed multi-turn conversations, making them ideal for applications such as research assistants, code generation, enterprise chatbots, and more.
+
+## Variants
+
+### Qwen3
+
+| No | Variant                                                                                   | Branch | Cortex CLI command             |
+|----|--------------------------------------------------------------------------------------------|--------|-------------------------------|
+| 1  | [Qwen3-4B](https://huggingface.co/cortexso/qwen3/tree/4b)                                  | 4b     | `cortex run qwen3:4b`         |
+| 2  | [Qwen3-8B](https://huggingface.co/cortexso/qwen3/tree/8b)                                  | 8b     | `cortex run qwen3:8b`         |
+| 3  | [Qwen3-32B](https://huggingface.co/cortexso/qwen3/tree/32b)                                | 32b    | `cortex run qwen3:32b`        |
+| 4  | [Qwen3-30B-A3B](https://huggingface.co/cortexso/qwen3/tree/30b-a3b)                        | 30b-a3b| `cortex run qwen3:30b-a3b`    |
+
+Each branch contains multiple quantized GGUF versions:
+- **Qwen3-4B:** q2_k, q3_k_l, q3_k_m, q3_k_s, q4_k_m, q4_k_s, q5_k_m, q5_k_s, q6_k, q8_0
+- **Qwen3-8B:** q2_k, q3_k_l, q3_k_m, q3_k_s, q4_k_m, q4_k_s, q5_k_m, q5_k_s, q6_k, q8_0
+- **Qwen3-32B:** *coming soon*
+- **Qwen3-30B-A3B:** *coming soon*
+
+## Use it with Jan (UI)
+
+1. Install **Jan** using [Quickstart](https://jan.ai/docs/quickstart)
+2. Use in Jan model Hub:
+   ```bash
+   cortexso/qwen3
+   ```
+
+## 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 qwen3
+   ```
+
+## Credits
+
+- **Author:** Qwen Team
+- **Converter:** [Menlo Research](https://menlo.ai/)
+- **Original License:** [License](https://www.apache.org/licenses/LICENSE-2.0)
+- **Blogs:** [Qwen3: Think Deeper, Act Faster](https://qwenlm.github.io/blog/qwen3/)