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(cherry picked from commit 28d15ab5)

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(cherry picked from commit 11a89cf9)

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[MM Encoder]: Migrate legacy ViT `MultiHeadAttention` to new `MMEncoderAttention` interface (#30684)
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(cherry picked from commit 30bb19a7)

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(cherry picked from commit 74a1ac38)

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(cherry picked from commit 9ca8cb38)

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[Bugfix][Frontend] Prevent IndexError in MiniMax M2 tool parser during streaming extraction (#30555)
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(cherry picked from commit b6ec077e)

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(cherry picked from commit f5f51e59)

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(cherry picked from commit 4de08ad6)

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(cherry picked from commit 3bd9c491)

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