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Bundle diffsynth library (no external repo dependency)
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def Qwen2ConnectorStateDictConverter(state_dict):
state_dict_ = {}
for name in state_dict:
if name.startswith("connector."):
name_ = name[len("connector."):]
state_dict_[name_] = state_dict[name]
return state_dict_