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TinyBERT training: knowledge distillation vs training from scratch on MS-MARCO #85

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prasadkawthekar opened this issue Jul 17, 2020 · 0 comments
Open

TinyBERT training: knowledge distillation vs training from scratch on MS-MARCO #85

prasadkawthekar opened this issue Jul 17, 2020 · 0 comments

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@prasadkawthekar
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prasadkawthekar commented Jul 17, 2020 •
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Hi, thank you for the amazing work with NBoost.

My question is regarding TinyBERT. As per this accompanying blog post, TinyBERT is obtained using knowledge distillation on a larger BERT architecture that is pre-trained on MS-MARCO.

How does this approach compare with training a TinyBERT architecture from scratch on the MS-MARCO dataset?
@prasadkawthekar prasadkawthekar changed the title Question regarding training methodology for TinyBERT TinyBERT training: knowledge distillation vs training from scratch on MS-MARCO Jul 17, 2020
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