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README.md
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Our initial research experiments commenced prior to the release of Qwen3. To maintain our experimental consistency, we retained the original base model throughout the study😊😊😊. While we subsequently conducted first-stage (retrieval) training with Qwen3, the performance after 32k steps showed no significant improvement over Qwen2.5, leading to discontinuation of further development with this architecture.
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### Citation
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If you find our work worth citing, please use the following citation
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**Technical Report
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Coming soon...<br>
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**Qwen2.5-7B-Instruct:**
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```
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Our initial research experiments commenced prior to the release of Qwen3. To maintain our experimental consistency, we retained the original base model throughout the study😊😊😊. While we subsequently conducted first-stage (retrieval) training with Qwen3, the performance after 32k steps showed no significant improvement over Qwen2.5, leading to discontinuation of further development with this architecture.
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### Citation
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If you find our work worth citing, please use the following citation:<br>
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**Technical Report:**<br>
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Coming soon...<br>
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**Qwen2.5-7B-Instruct:**
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```
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