lora scaling removed in prompt_encode()
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@@ -430,9 +430,12 @@ class StableDiffusionBrushNetPipeline(
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negative_prompt_embeds = negative_prompt_embeds.repeat(1, num_images_per_prompt, 1)
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negative_prompt_embeds = negative_prompt_embeds.view(batch_size * num_images_per_prompt, seq_len, -1)
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if isinstance(self, LoraLoaderMixin) and USE_PEFT_BACKEND:
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# Retrieve the original scale by scaling back the LoRA layers
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unscale_lora_layers(self.text_encoder, lora_scale)
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# self.text_encoder is not used after encode_prompt()
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# self.text_encoder = None (we use prompt_embeds and negative_prompt_embeds in brushnet_nodes)
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# So, nullquant commented out this section.
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#if isinstance(self, LoraLoaderMixin) and USE_PEFT_BACKEND:
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# # Retrieve the original scale by scaling back the LoRA layers
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# unscale_lora_layers(self.text_encoder, lora_scale)
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return prompt_embeds, negative_prompt_embeds
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