oops forgot layer norm
this is probably why i was getting garbage in training
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@ -158,6 +158,7 @@ class FrozenCLIPEmbedder(AbstractEncoder):
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if self.penultimate:
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z = outputs.hidden_states[-2] # simple enough
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z = self.transformer.text_model.final_layer_norm(z)
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else:
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z = outputs.last_hidden_state
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