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b351be23 - LongCat Image pipeline: Allow offloading/quantization of text_encoder component (#12963)

LongCat Image pipeline: Allow offloading/quantization of text_encoder component (#12963) * Don't attempt to move the text_encoder. Just move the generated_ids. * The inputs to the text_encoder should be on its device