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OneTrainer exports Z-Image LoRAs with 'transformer.layers.' key prefix instead of 'diffusion_model.layers.'. Add this prefix (and the PEFT-wrapped 'base_model.model.transformer.layers.' variant) to the Z-Image LoRA probe so these models are correctly identified and loaded.