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  This model is trained using Flow-GRPO with LoRA as a comparison with our MapReduce-LoRA
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- MapReduce-LoRA Repo:
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- MapReduce-LoRA Paper: https://arxiv.org/pdf/2511.20629
 
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  ---
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  This model is trained using Flow-GRPO with LoRA as a comparison with our MapReduce-LoRA
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+ - MapReduce-LoRA Repo: https://github.com/SHI-Labs/MapReduce-LoRA
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+ - MapReduce-LoRA Paper: https://arxiv.org/pdf/2511.20629