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The SamplerLMS node creates a Least Mean Squares (LMS) sampler for use in diffusion models. It generates a sampler object that can be used in the sampling process, allowing you to control the order of the LMS algorithm for numerical stability and accuracy.

Inputs

ParameterData TypeRequiredRangeDescription
orderINTYes1 to 100The order parameter for the LMS sampler algorithm, which controls the numerical method’s accuracy and stability (default: 4)

Outputs

Output NameData TypeDescription
samplerSAMPLERA configured LMS sampler object that can be used in the sampling pipeline