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fix hf papers regression in more places
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@@ -306,7 +306,7 @@ class AdaLayerNormSingle(nn.Module):
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r"""
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Norm layer adaptive layer norm single (adaLN-single).
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As proposed in PixArt-Alpha (see: https://arxiv.org/abs/2310.00426; Section 2.3).
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As proposed in PixArt-Alpha (see: https://huggingface.co/papers/2310.00426; Section 2.3).
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Parameters:
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embedding_dim (`int`): The size of each embedding vector.
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@@ -623,7 +623,7 @@ else:
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class RMSNorm(nn.Module):
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r"""
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RMS Norm as introduced in https://arxiv.org/abs/1910.07467 by Zhang et al.
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RMS Norm as introduced in https://huggingface.co/papers/1910.07467 by Zhang et al.
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Args:
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dim (`int`): Number of dimensions to use for `weights`. Only effective when `elementwise_affine` is True.
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@@ -713,7 +713,7 @@ class MochiRMSNorm(nn.Module):
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class GlobalResponseNorm(nn.Module):
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r"""
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Global response normalization as introduced in ConvNeXt-v2 (https://arxiv.org/abs/2301.00808).
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Global response normalization as introduced in ConvNeXt-v2 (https://huggingface.co/papers/2301.00808).
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Args:
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dim (`int`): Number of dimensions to use for the `gamma` and `beta`.
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