{ "note": "fold_0: lr 2.5e-5 with 10% warm-up (kernel hindi-songs-phase-b-fold0-warmup, no collapse). fold_1..fold_4: lr 5e-5, no warm-up, collapse guard (kernels hindi-songs-phase-b-a / -b, 1-2 restarts each). 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