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[ExecuTorch][llm] Add source-transform and Meta-kernel tests for MoE op - #21536

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[ExecuTorch][llm] Add source-transform and Meta-kernel tests for MoE op#21536
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This PR was created by the merge bot to help merge the original PR into the main branch.
ghstack PR number: #21122 by @digantdesai
^ Please use this as the source of truth for the PR details, comments, and reviews
ghstack PR base: https://github.com/pytorch/executorch/tree/gh/digantdesai/72/base
ghstack PR head: https://github.com/pytorch/executorch/tree/gh/digantdesai/72/head
Merge bot PR base: https://github.com/pytorch/executorch/tree/gh/digantdesai/71/orig
Merge bot PR head: https://github.com/pytorch/executorch/tree/gh/digantdesai/72/orig
Differential Revision: D102381997
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Pull Request resolved: #21122

Add `test_quantized_moe.py` coverage for source transformation, INT4 packing, Meta-kernel validation, kernel registration, and shared-expert behavior.

Exercise the production torchao gate quantization recipe and assert that the transformed module exports a `llama.quantized_moe_ffn` call with an fp32 gate buffer.
ghstack-source-id: 409183082
@exported-using-ghexport

Differential Revision: [D102381997](https://our.internmc.facebook.com/intern/diff/D102381997/)
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🧪 See artifacts and rendered test results at hud.pytorch.org/pr/pytorch/executorch/21536

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@meta-cla meta-cla Bot added the CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed. label Jul 31, 2026
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