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@ -57,6 +57,7 @@ class LoraUpDownModule:
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def __init__(self):
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self.up = None
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self.down = None
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self.alpha = None
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def assign_lora_names_to_compvis_modules(sd_model):
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@ -165,7 +166,7 @@ def lora_forward(module, input, res):
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for lora in loaded_loras:
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module = lora.modules.get(lora_layer_name, None)
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if module is not None:
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res = res + module.up(module.down(input)) * lora.multiplier * module.alpha / module.up.weight.shape[1]
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res = res + module.up(module.down(input)) * lora.multiplier * (module.alpha / module.up.weight.shape[1] if module.alpha else 1.0)
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return res
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