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#1 — the windowed softmax no longer uses raw SDPA: it dispatches through comfy's backend-priority chain (flash -> cuDNN -> mem-efficient), so Windows lands on cuDNN attention instead of the slow mem-efficient backend.
#3 / #5 — pruned (curve) bases are now detected by weight shape (the model flag alone missed them), so the adaln adapters route to the e-grid re-injection when the MiniMax-H3-Turbo node is installed; without it they are skipped with ONE warning instead of 50 [ERROR] lora ... [96768, 8] lines.