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  We introduce **TraDo**, SOTA diffusion language model, trained with **TraceRL**.
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  * **TraDo-4B-Instruct** and **TraDo-8B-Instruct** outperform similarly sized strong AR models across math reasoning tasks.
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- * **TraDo-8B-Thinking** is the first Long-CoT diffusion model.
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- [Paper](https://arxiv.org/abs/2506.03136) | [Code](https://github.com/Gen-Verse/CURE)
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  # Citation
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  We introduce **TraDo**, SOTA diffusion language model, trained with **TraceRL**.
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  * **TraDo-4B-Instruct** and **TraDo-8B-Instruct** outperform similarly sized strong AR models across math reasoning tasks.
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+ * **TraDo-8B-Thinking** is the first Long-CoT diffusion language model.
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+ [Paper](https://arxiv.org/abs/2506.03136) | [Code](https://github.com/Gen-Verse/dLLM-RL)
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  # Citation
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