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Add opt-in TorchAO HiFloat8 Linear and AutoEP training - #8784

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Add opt-in TorchAO HiFloat8 Linear and AutoEP training#8784
hazelduan wants to merge 4 commits into
deepspeedai:masterfrom
hazelduan:deepspeed_ao

feat(hifloat8): integrate AO-owned quantize_ training handlers

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