In Create Raw Sigma Schedule, renamed lcm_zsnr to zsnr and changed logic to allow applying zsnr for non-lcm
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@@ -44,7 +44,7 @@ class RawSigmaScheduleNode:
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#"cosine_s": ("FLOAT", {"default": 8e-3, "min": 0.0, "max": 1.0, "step": 0.000001}),
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"sampling": (ModelSamplingType._FULL_LIST,),
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"lcm_original_timesteps": ("INT", {"default": 50, "min": 1, "max": 1000}),
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"lcm_zsnr": ("BOOLEAN", {"default": False}),
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"zsnr": ("BOOLEAN", {"default": False}),
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}
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}
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@@ -53,14 +53,15 @@ class RawSigmaScheduleNode:
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FUNCTION = "get_sigma_schedule"
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def get_sigma_schedule(self, raw_beta_schedule: str, linear_start: float, linear_end: float,# cosine_s: float,
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sampling: str, lcm_original_timesteps: int, lcm_zsnr: bool):
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sampling: str, lcm_original_timesteps: int, zsnr: bool, lcm_zsnr: bool=None):
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if lcm_zsnr is not None:
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zsnr = lcm_zsnr
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new_config = ModelSamplingConfig(beta_schedule=raw_beta_schedule, linear_start=linear_start, linear_end=linear_end)
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if sampling != ModelSamplingType.LCM:
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lcm_original_timesteps=None
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lcm_zsnr=False
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model_type = ModelSamplingType.from_alias(sampling)
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new_model_sampling = BetaSchedules._to_model_sampling(alias=BetaSchedules.AUTOSELECT, model_type=model_type, config_override=new_config, original_timesteps=lcm_original_timesteps)
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if lcm_zsnr:
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if zsnr:
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SigmaSchedule.apply_zsnr(new_model_sampling=new_model_sampling)
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return (SigmaSchedule(model_sampling=new_model_sampling, model_type=model_type),)
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@@ -194,7 +194,7 @@ class BetaSchedules:
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return ModelSamplingConfig(cls.to_name(alias), linear_start=linear_start, linear_end=linear_end)
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@classmethod
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def _to_model_sampling(cls, alias: str, model_type: ModelType, config_override: ModelSamplingConfig=None, original_timesteps: int=None):
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def _to_model_sampling(cls, alias: str, model_type: ModelType, config_override: Union[ModelSamplingConfig,None]=None, original_timesteps: Union[int,None]=None):
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if alias == cls.USE_EXISTING:
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return None
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elif config_override != None:
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