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Less useless downcasting.
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@ -84,12 +84,16 @@ class SDClipModel(torch.nn.Module, ClipTokenWeightEncoder):
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self.inner_name = inner_name
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if dtype is not None:
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self.transformer.to(dtype)
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inner_model = getattr(self.transformer, self.inner_name)
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if hasattr(inner_model, "embeddings"):
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inner_model.embeddings.to(torch.float32)
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embeddings_bak = inner_model.embeddings.to(torch.float32)
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inner_model.embeddings = None
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self.transformer.to(dtype)
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inner_model.embeddings = embeddings_bak
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else:
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self.transformer.set_input_embeddings(self.transformer.get_input_embeddings().to(torch.float32))
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previous_inputs = self.transformer.get_input_embeddings().to(torch.float32, copy=True)
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self.transformer.to(dtype)
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self.transformer.set_input_embeddings(previous_inputs)
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self.max_length = max_length
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if freeze:
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