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Convert DeBERTa to longDeBERTa #3

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duyvuleo opened this issue Nov 3, 2022 · 1 comment
Open

Convert DeBERTa to longDeBERTa #3

duyvuleo opened this issue Nov 3, 2022 · 1 comment

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@duyvuleo
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duyvuleo commented Nov 3, 2022

Hi,

Thanks for the great work.

Is it possible to convert DeBERTa models to longDeBERTa ones? Would you please help advise specific steps that I can follow?

Looking forward to your response. Thanks!
@ccdv-ai
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ccdv-ai commented Nov 3, 2022

Hi @duyvuleo

Currently, converting DeBERTa to Long DeBERTa is not possible because this model uses on a specific attention mecanism called "disentangled attention" which relies on different inputs + relative positional embedding.

To make DeBERTa compatible, some things need to be rethought specifically for this model.
I may add DeBERTa in the future.

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@duyvuleo @ccdv-ai