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fix(training): pin the trainer's model device_map to the resolved device - #33
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The default auto dispatch sent quantized modules to the CPU on a busy 10GB card: an 8B QLoRA load failed with 'some modules are dispatched on the CPU or the disk'. model_init_kwargs now pins plan.device (extracted into _model_init_kwargs for testability).
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