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@@ -58,7 +58,7 @@ pipeline_tag: text-generation
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  - **Long-context Capabilities** with native support for **256K** tokens, extendable up to **1M** tokens using Yarn, optimized for repository-scale understanding.
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  - **Agentic Coding** supporting for most platform such as **Qwen Code**, **CLINE**, featuring a specially designed function call format.
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- ![image/jpeg](placeholder of Qwen3-Coder-30B-A3B-Instruct performance image )
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  ## Model Overview
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@@ -203,4 +203,4 @@ If you find our work helpful, feel free to give us a cite.
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  primaryClass={cs.CL},
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  url={https://arxiv.org/abs/2505.09388},
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  }
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- ```
 
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  - **Long-context Capabilities** with native support for **256K** tokens, extendable up to **1M** tokens using Yarn, optimized for repository-scale understanding.
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  - **Agentic Coding** supporting for most platform such as **Qwen Code**, **CLINE**, featuring a specially designed function call format.
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+ ![image/jpeg](https://qianwen-res.oss-cn-beijing.aliyuncs.com/Qwen3-Coder/qwen3-coder-30a3-main.jpg)
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  ## Model Overview
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  primaryClass={cs.CL},
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  url={https://arxiv.org/abs/2505.09388},
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  }
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+ ```