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@@ -24,7 +24,6 @@ Qwen2.5-Coder is the latest series of Code-Specific Qwen large language models (
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  - A more comprehensive foundation for real-world applications such as **Code Agents**. Not only enhancing coding capabilities but also maintaining its strengths in mathematics and general competencies.
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  - **Long-context Support** up to 128K tokens.
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-
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  **This repo contains the 32B Qwen2.5-Coder model**, which has the following features:
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  - Type: Causal Language Models
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  - Training Stage: Pretraining
@@ -83,10 +82,10 @@ If you find our work helpful, feel free to give us a cite.
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  ```
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  @article{hui2024qwen2,
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- title={Qwen2. 5-Coder Technical Report},
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- author={Hui, Binyuan and Yang, Jian and Cui, Zeyu and Yang, Jiaxi and Liu, Dayiheng and Zhang, Lei and Liu, Tianyu and Zhang, Jiajun and Yu, Bowen and Dang, Kai and others},
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- journal={arXiv preprint arXiv:2409.12186},
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- year={2024}
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  }
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  @article{qwen2,
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  title={Qwen2 Technical Report},
 
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  - A more comprehensive foundation for real-world applications such as **Code Agents**. Not only enhancing coding capabilities but also maintaining its strengths in mathematics and general competencies.
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  - **Long-context Support** up to 128K tokens.
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  **This repo contains the 32B Qwen2.5-Coder model**, which has the following features:
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  - Type: Causal Language Models
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  - Training Stage: Pretraining
 
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  ```
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  @article{hui2024qwen2,
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+ title={Qwen2. 5-Coder Technical Report},
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+ author={Hui, Binyuan and Yang, Jian and Cui, Zeyu and Yang, Jiaxi and Liu, Dayiheng and Zhang, Lei and Liu, Tianyu and Zhang, Jiajun and Yu, Bowen and Dang, Kai and others},
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+ journal={arXiv preprint arXiv:2409.12186},
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+ year={2024}
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  }
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  @article{qwen2,
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  title={Qwen2 Technical Report},