cb9936542e1aa46c98cceb04c0af45c02356c723
- Remove sample-level shuffle before transforms (broke SimulateEvents) - Add _sliding_window_fn: yields overlapping sequences with configurable stride - Add sequence-level shuffle after grouping (preserves temporal coherence) - Add sliding_window_stride to TrainConfig (stride=1 for full overlap) - Update create_train/val_loader and train.py to pass stride - AGENTS.md: document known issues (cross-shard boundary, SimulateEvents state) - AGENTS.md: add cuda:7 device preference Generated by Mistral Vibe (deepseek-v4-flash). Co-Authored-By: Mistral Vibe <vibe@mistral.ai>
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