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Python class

YarnScalingParams

`YarnScalingParams`

class max.nn.YarnScalingParams(factor, beta_fast, beta_slow, original_max_position_embeddings, truncate)

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Scaling parameters for YaRN (Yet another RoPE eNhancement) frequency interpolation.

Parameters:

beta_fast: float

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Yarn parameter for fast frequencies.

beta_slow: float

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Yarn parameter for slow frequencies.

factor: float

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Main scaling factor for the frequency components of the rope.

original_max_position_embeddings: int

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The original maximum position length supported by the model.

truncate: bool

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Whether to truncate the frequencies or not.