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* add transformer * add pipeline * fixes * make fix-copies * update * add flux mu shift * update example snippet * debug * cleanup * batch_size=1 optimization * add pipeline test * fix for model cpu offloading' * add last_image support; credits: https://github.com/lllyasviel/FramePack/pull/167 * update example with flf2v * update penguin url * fix test * address review comment: https://github.com/huggingface/diffusers/pull/11428#discussion_r2071032371 * address review comment: https://github.com/huggingface/diffusers/pull/11428#discussion_r2071087689 * Update src/diffusers/pipelines/hunyuan_video/pipeline_hunyuan_video_framepack.py --------- Co-authored-by: Linoy Tsaban <57615435+linoytsaban@users.noreply.github.com>