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def LTXModelStateDictConverter(state_dict):
state_dict_ = {}
for name in state_dict:
if name.startswith("model.diffusion_model."):
new_name = name.replace("model.diffusion_model.", "")
if new_name.startswith("audio_embeddings_connector.") or new_name.startswith("video_embeddings_connector."):
continue
state_dict_[new_name] = state_dict[name]
return state_dict_