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Add Qwen3 MoE support (M0-M7): ops, autograd, config, weight loading, model forward, real-checkpoint gate - #1

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Add Qwen3 MoE support (M0-M7): ops, autograd, config, weight loading, model forward, real-checkpoint gate#1
Billy1900 wants to merge 9 commits into
walkinglabs:mainfrom
Billy1900:feature/qwen3-moe-m0-op-contracts

Add M7 real-checkpoint gate for Qwen3 MoE; revert M6's weight layout

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