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from modules_forge.shared import add_supported_control_model |
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from modules_forge.supported_controlnet import ControlModelPatcher |
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from lib_controllllite.lib_controllllite import LLLiteLoader |
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opLLLiteLoader = LLLiteLoader().load_lllite |
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class ControlLLLitePatcher(ControlModelPatcher): |
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@staticmethod |
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def try_build_from_state_dict(state_dict, ckpt_path): |
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if not any('lllite' in k for k in state_dict.keys()): |
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return None |
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return ControlLLLitePatcher(state_dict) |
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def __init__(self, state_dict): |
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super().__init__() |
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self.state_dict = state_dict |
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return |
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def process_before_every_sampling(self, process, cond, mask, *args, **kwargs): |
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unet = process.sd_model.forge_objects.unet |
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unet = opLLLiteLoader( |
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model=unet, |
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state_dict=self.state_dict, |
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cond_image=cond.movedim(1, -1), |
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strength=self.strength, |
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steps=process.steps, |
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start_percent=self.start_percent, |
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end_percent=self.end_percent |
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)[0] |
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process.sd_model.forge_objects.unet = unet |
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return |
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add_supported_control_model(ControlLLLitePatcher) |
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