qwen3 / README.md
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---
license: apache-2.0
pipeline_tag: text-generation
tags:
- cortex.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 | [Qwen3-0.6B](https://huggingface.co/cortexso/qwen3/tree/0.6b) | 0.6b | `cortex run qwen3:0.6b` |
| 2 | [Qwen3-1.7B](https://huggingface.co/cortexso/qwen3/tree/1.7b) | 1.7b | `cortex run qwen3:1.7b` |
| 3 | [Qwen3-4B](https://huggingface.co/cortexso/qwen3/tree/4b) | 4b | `cortex run qwen3:4b` |
| 4 | [Qwen3-8B](https://huggingface.co/cortexso/qwen3/tree/8b) | 8b | `cortex run qwen3:8b` |
| 5 | [Qwen3-14B](https://huggingface.co/cortexso/qwen3/tree/14b) | 14b | `cortex run qwen3:14b` |
| 6 | [Qwen3-32B](https://huggingface.co/cortexso/qwen3/tree/32b) | 32b | `cortex run qwen3:32b` |
| 7 | [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:
- **Qwen3-0.6B:** 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
- **Qwen3-1.7B:** 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
- **Qwen3-4B:** 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:** 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
- **Qwen3-30B-A3B:** *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
## 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/)