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@@ -14,6 +14,9 @@ NEW! 🔥🔥🔥 https://huggingface.co/MiniMaxAI/MiniMax-M3
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  Together, we are building artificial general intelligence with everyone, ensuring AI is accessible to everyone, and addressing the challenges of tomorrow responsibly.
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  Here are our tech report and paper:
 
 
 
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  - MiniMax M2.5 Tech Blogs:
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  - Tech Blog 1: [Forge: Scalable Agent RL Framework and Algorithm](https://huggingface.co/blog/MiniMax-AI/forge-scalable-agent-rl-framework-and-algorithm)
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  - MiniMax M2.1 Tech Blogs:
 
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  Together, we are building artificial general intelligence with everyone, ensuring AI is accessible to everyone, and addressing the challenges of tomorrow responsibly.
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  Here are our tech report and paper:
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+ - MiniMax M3 Tech Blogs:
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+ - [MiniMax Sparse Attention](https://huggingface.co/papers/2606.13392)
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+ - [MaxProof: Scaling Mathematical Proof with Generative-Verifier RL and Population-Level Test-Time Scaling](https://huggingface.co/papers/2606.13473)
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  - MiniMax M2.5 Tech Blogs:
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  - Tech Blog 1: [Forge: Scalable Agent RL Framework and Algorithm](https://huggingface.co/blog/MiniMax-AI/forge-scalable-agent-rl-framework-and-algorithm)
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  - MiniMax M2.1 Tech Blogs: