PixArt KSampler support
Thanks to @lawrence-cj for his help on this!
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+16
-6
@@ -13,6 +13,14 @@ class EXM_PixArt(comfy.supported_models_base.BASE):
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unet_extra_config = {}
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latent_format = comfy.latent_formats.SD15
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def __init__(self, model_conf):
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self.model_target = model_conf.get("target")
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self.unet_config = model_conf.get("unet_config", {})
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self.sampling_settings = model_conf.get("sampling_settings", {})
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self.latent_format = self.latent_format()
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# UNET is handled by extension
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self.unet_config["disable_unet_model_creation"] = True
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def model_type(self, state_dict, prefix=""):
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return comfy.model_base.ModelType.EPS
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@@ -22,21 +30,23 @@ def load_pixart(model_path, model_conf):
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parameters = comfy.utils.calculate_parameters(state_dict)
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unet_dtype = model_management.unet_dtype(model_params=parameters)
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model_conf = EXM_PixArt(model_conf) # convert to object
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model = comfy.model_base.BaseModel(
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EXM_PixArt({"disable_unet_model_creation" : True }),
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model_conf,
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model_type=comfy.model_base.ModelType.EPS,
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device=model_management.get_torch_device()
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)
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model.pixart_config = model_conf
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if model_conf["target"] == "PixArtMS":
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if model_conf.model_target == "PixArtMS":
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from .models.PixArtMS import PixArtMS
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model.diffusion_model = PixArtMS(**model_conf)
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elif model_conf["target"] == "PixArt":
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model.diffusion_model = PixArtMS(**model_conf.unet_config)
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elif model_conf.model_target == "PixArt":
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from .models.PixArt import PixArt
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model.diffusion_model = PixArt(**model_conf)
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model.diffusion_model = PixArt(**model_conf.unet_config)
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else:
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raise NotImplementedError
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raise NotImplementedError(f"Unknown model target '{model_conf.model_target}'")
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model.diffusion_model.load_state_dict(state_dict)
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model.diffusion_model.dtype = unet_dtype
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