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""" | ||
Reference: https://github.com/Jonseed/ComfyUI-Detail-Daemon | ||
""" | ||
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from bizyair import BizyAirBaseNode | ||
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class DetailDaemonSamplerNode(BizyAirBaseNode): | ||
DESCRIPTION = "This sampler wrapper works by adjusting the sigma passed to the model, while the rest of sampling stays the same." | ||
CATEGORY = "sampling/custom_sampling/samplers" | ||
RETURN_TYPES = ("SAMPLER",) | ||
# FUNCTION = "go" | ||
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NODE_DISPLAY_NAME = "Detail Daemon Sampler" | ||
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@classmethod | ||
def INPUT_TYPES(cls) -> dict: | ||
return { | ||
"required": { | ||
"sampler": ("SAMPLER",), | ||
"detail_amount": ( | ||
"FLOAT", | ||
{"default": 0.1, "min": -5.0, "max": 5.0, "step": 0.01}, | ||
), | ||
"start": ( | ||
"FLOAT", | ||
{"default": 0.2, "min": 0.0, "max": 1.0, "step": 0.01}, | ||
), | ||
"end": ( | ||
"FLOAT", | ||
{"default": 0.8, "min": 0.0, "max": 1.0, "step": 0.01}, | ||
), | ||
"bias": ( | ||
"FLOAT", | ||
{"default": 0.5, "min": 0.0, "max": 1.0, "step": 0.01}, | ||
), | ||
"exponent": ( | ||
"FLOAT", | ||
{"default": 1.0, "min": 0.0, "max": 10.0, "step": 0.05}, | ||
), | ||
"start_offset": ( | ||
"FLOAT", | ||
{"default": 0.0, "min": -1.0, "max": 1.0, "step": 0.01}, | ||
), | ||
"end_offset": ( | ||
"FLOAT", | ||
{"default": 0.0, "min": -1.0, "max": 1.0, "step": 0.01}, | ||
), | ||
"fade": ( | ||
"FLOAT", | ||
{"default": 0.0, "min": 0.0, "max": 1.0, "step": 0.05}, | ||
), | ||
"smooth": ("BOOLEAN", {"default": True}), | ||
"cfg_scale_override": ( | ||
"FLOAT", | ||
{ | ||
"default": 0, | ||
"min": 0.0, | ||
"max": 100.0, | ||
"step": 0.5, | ||
"round": 0.01, | ||
"tooltip": "If set to 0, the sampler will automatically determine the CFG scale (if possible). Set to some other value to override.", | ||
}, | ||
), | ||
}, | ||
} | ||
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class MultiplySigmas(BizyAirBaseNode): | ||
# FUNCTION = "simple_output" | ||
RETURN_TYPES = ("SIGMAS",) | ||
CATEGORY = "sampling/custom_sampling/sigmas" | ||
NODE_DISPLAY_NAME = "Multiply Sigmas (stateless)" | ||
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@classmethod | ||
def INPUT_TYPES(cls) -> dict: | ||
return { | ||
"required": { | ||
"sigmas": ("SIGMAS", {"forceInput": True}), | ||
"factor": ( | ||
"FLOAT", | ||
{"default": 1, "min": 0, "max": 100, "step": 0.001}, | ||
), | ||
"start": ("FLOAT", {"default": 0, "min": 0, "max": 1, "step": 0.001}), | ||
"end": ("FLOAT", {"default": 1, "min": 0, "max": 1, "step": 0.001}), | ||
} | ||
} | ||
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class LyingSigmaSampler(BizyAirBaseNode): | ||
CATEGORY = "sampling/custom_sampling" | ||
RETURN_TYPES = ("SAMPLER",) | ||
NODE_DISPLAY_NAME = "Lying Sigma Sampler" | ||
# FUNCTION = "go" | ||
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@classmethod | ||
def INPUT_TYPES(cls) -> dict: | ||
return { | ||
"required": { | ||
"sampler": ("SAMPLER",), | ||
"dishonesty_factor": ( | ||
"FLOAT", | ||
{ | ||
"default": -0.05, | ||
"min": -0.999, | ||
"step": 0.01, | ||
"tooltip": "Multiplier for sigmas passed to the model. -0.05 means we reduce the sigma by 5%.", | ||
}, | ||
), | ||
}, | ||
"optional": { | ||
"start_percent": ( | ||
"FLOAT", | ||
{"default": 0.1, "min": 0.0, "max": 1.0, "step": 0.01}, | ||
), | ||
"end_percent": ( | ||
"FLOAT", | ||
{"default": 0.9, "min": 0.0, "max": 1.0, "step": 0.01}, | ||
), | ||
}, | ||
} | ||
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class DetailDaemonGraphSigmasNode(BizyAirBaseNode): | ||
RETURN_TYPES = () | ||
OUTPUT_NODE = True | ||
CATEGORY = "sampling/custom_sampling/sigmas" | ||
NODE_DISPLAY_NAME = "Detail Daemon Graph Sigmas" | ||
# FUNCTION = "make_graph" | ||
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@classmethod | ||
def INPUT_TYPES(cls): | ||
return { | ||
"required": { | ||
"sigmas": ("SIGMAS", {"forceInput": True}), | ||
"detail_amount": ( | ||
"FLOAT", | ||
{"default": 0.1, "min": -5.0, "max": 5.0, "step": 0.01}, | ||
), | ||
"start": ( | ||
"FLOAT", | ||
{"default": 0.2, "min": 0.0, "max": 1.0, "step": 0.01}, | ||
), | ||
"end": ( | ||
"FLOAT", | ||
{"default": 0.8, "min": 0.0, "max": 1.0, "step": 0.01}, | ||
), | ||
"bias": ( | ||
"FLOAT", | ||
{"default": 0.5, "min": 0.0, "max": 1.0, "step": 0.01}, | ||
), | ||
"exponent": ( | ||
"FLOAT", | ||
{"default": 1.0, "min": 0.0, "max": 10.0, "step": 0.05}, | ||
), | ||
"start_offset": ( | ||
"FLOAT", | ||
{"default": 0.0, "min": -1.0, "max": 1.0, "step": 0.01}, | ||
), | ||
"end_offset": ( | ||
"FLOAT", | ||
{"default": 0.0, "min": -1.0, "max": 1.0, "step": 0.01}, | ||
), | ||
"fade": ( | ||
"FLOAT", | ||
{"default": 0.0, "min": 0.0, "max": 1.0, "step": 0.05}, | ||
), | ||
"smooth": ("BOOLEAN", {"default": True}), | ||
"cfg_scale": ( | ||
"FLOAT", | ||
{ | ||
"default": 1.0, | ||
"min": 0.0, | ||
"max": 100.0, | ||
"step": 0.5, | ||
"round": 0.01, | ||
}, | ||
), | ||
}, | ||
} |
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