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@@ -350,8 +350,9 @@ This model is derived from MiniMax-M2 and distributed under the MIT License [htt
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  Model conversion and HF Transformers code by @Qubitum at ModelCloud.
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- Positive references to related work:
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  * Alibaba Cloud Computing — [https://arxiv.org/html/2511.01354v1](https://arxiv.org/html/2511.01354v1)
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  * Cerebras — [https://arxiv.org/abs/2510.13999](https://arxiv.org/abs/2510.13999)
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  * QLoRA — [https://arxiv.org/abs/2307.02973](https://arxiv.org/abs/2307.02973)
 
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  Model conversion and HF Transformers code by @Qubitum at ModelCloud.
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+ A special thanks to Cerebras for their contributions and innovations.
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+ Positive references to related work:
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  * Alibaba Cloud Computing — [https://arxiv.org/html/2511.01354v1](https://arxiv.org/html/2511.01354v1)
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  * Cerebras — [https://arxiv.org/abs/2510.13999](https://arxiv.org/abs/2510.13999)
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  * QLoRA — [https://arxiv.org/abs/2307.02973](https://arxiv.org/abs/2307.02973)