Class Mirostat2Sampling

Namespace

LMKit.TextGeneration.Sampling

Assembly

LM-Kit.NET.dll

Specifies the Mirostat sampling strategy in version 2, a neural text decoding algorithm that directly controls perplexity.
Mirostat is a sophisticated algorithm designed to proactively uphold the quality of generated text within a predefined range throughout the text generation process.
It endeavors to achieve a harmonious equilibrium between coherence and diversity, skillfully sidestepping the pitfalls of subpar output resulting from either excessive repetition, commonly referred to as "boredom traps," or lapses in coherence, known as "confusion traps."
The Mirostat algorithm is described in the paper https://arxiv.org/abs/2007.14966

public sealed class Mirostat2Sampling : MirostatSampling

Inheritance

object

TokenSampling

MirostatSampling

Mirostat2Sampling

Inherited Members

MirostatSampling.Temperature

MirostatSampling.TargetEntropy

MirostatSampling.LearningRate

MirostatSampling.Seed

object.Equals(object)

object.Equals(object, object)

object.GetHashCode()

object.GetType()

object.ReferenceEquals(object, object)

object.ToString()