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@@ -96,6 +96,8 @@ Each entry in **BIRD-SQL Dev** is a JSON object with the following structure:
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  | Qwen2.5-Coder-7B-Instruct | 49.22 | 54.11 |
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  | Llama-3.1-8B-Instruct | 36.70 | 41.08 |
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  ## 🙌 Acknowledgement
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  We sincerely thank the participating members for their time and dedication in improving this release: Benjamin Jun-jie Glover, Pan Enze, Rain Yiran Xu, Ashley (Juyeon) Lee, Eric Yue Wu, Yu Kaijia, Ziye Luo, Tangpirul Tat, Chik Ki Lok, Xu Haosen, Zhao Mingze, Chen Bingshang, Huang Yingrui, Winiera Sutanto, Zhan Mohan, Leia (Heaju) Kim, Veren Florecita, Xu Zixi, Chui Ting Yu George, Annabel Leonardi, Divyansh Tulsyan and Sun Manqi.
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  | Qwen2.5-Coder-7B-Instruct | 49.22 | 54.11 |
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  | Llama-3.1-8B-Instruct | 36.70 | 41.08 |
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+ We adapt data processing and the prompt from the [Arctic-Text2SQL-R1 project ](https://www.snowflake.com/en/product/ai/ai-research/). You can find the original [repo](https://github.com/snowflakedb/ArcticTraining/tree/main/projects/arctic_text2sql_r1) and [paper](https://arxiv.org/abs/2505.20315) here.
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  ## 🙌 Acknowledgement
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  We sincerely thank the participating members for their time and dedication in improving this release: Benjamin Jun-jie Glover, Pan Enze, Rain Yiran Xu, Ashley (Juyeon) Lee, Eric Yue Wu, Yu Kaijia, Ziye Luo, Tangpirul Tat, Chik Ki Lok, Xu Haosen, Zhao Mingze, Chen Bingshang, Huang Yingrui, Winiera Sutanto, Zhan Mohan, Leia (Heaju) Kim, Veren Florecita, Xu Zixi, Chui Ting Yu George, Annabel Leonardi, Divyansh Tulsyan and Sun Manqi.
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