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need better token_type_id processing on transformer GPT2Model

huggingface/transformers#31105·166457·Python·844 天未动·3 条评论·上游最近活跃 ·池内状态:可认领
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上游 issue 正文

### Feature request in the GPT2Model code, I see that the token_type_id value is embeded with the same **wte** of input tokens. so that the two token type id values: 0, 1, are in collision with input sentence tokens. We need a more nature design here so that we do not have to reproduce vocab_size and sentence token values when trained with the `token_type_ids` inputs. ### Motivation make it simply the same vocab size and sentence token inputs for training GPT2Model with or without `token_type_ids` input. ### Your contribution maybe another embedding layer can be used for the token_type_id embeddings.
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