[Doc]: fix typos in various files (#24798)
Signed-off-by: Didier Durand <durand.didier@gmail.com>
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@@ -258,7 +258,7 @@ class VocabParallelEmbedding(CustomOp):
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if params_dtype is None:
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params_dtype = torch.get_default_dtype()
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# Divide the weight matrix along the vocaburaly dimension.
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# Divide the weight matrix along the vocabulary dimension.
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self.num_added_embeddings = self.num_embeddings - self.org_vocab_size
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self.num_embeddings_per_partition = divide(self.num_embeddings_padded,
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self.tp_size)
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