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Add Qwen3.5-4B math recipes and make Qwen3 dense recipes run on the transformers-5.8 / torch-2.11 stack#21

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Add Qwen3.5-4B math recipes and make Qwen3 dense recipes run on the transformers-5.8 / torch-2.11 stack#21
iamziyuzhao wants to merge 11 commits into
Infini-AI-Lab:devfrom
iamziyuzhao:add-qwen3.5-recipes-and-qwen3-dense-fix

docs: note Qwen3.5-4B re-validation on pinned sglang 0.5.13.post1

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