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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

ParameterDescriptionData TypeRequiredRange
orderThe order parameter for the LMS sampler algorithm, which controls the numerical method’s accuracy and stability (default: 4)INTYes1 to 100

Outputs

Output NameDescriptionData Type
samplerA configured LMS sampler object that can be used in the sampling pipelineSAMPLER
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