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# KAT-V1-40B: mitigates over-thinking by learning when to produce explicit chain-of-thought and when to answer directly.

[https://huggingface.co/Kwaipilot/KAT-V1-40B](https://huggingface.co/Kwaipilot/KAT-V1-40B)

Note: I am not affiliated with the model creators

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