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- Add AQ offset calculation in SplitKBatchOffset for ABQuant mode - Update mode restriction to support ABQuant alongside BQuant - Add AQ alignment validation for split-K batches - Apply AQ pointer offsetting based on tensor layout - Update block window creation to handle AQ group offsets - Requires non-preshuffle mode for both A and B quantization