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Knowledge distillation is a useful technique to build smaller high-performing models. DistilBERT is a great example of a widely used model trained using knowledge distillation. Resources: Distilling the Knowledge in a Neural Network - https://arxiv.org/pdf/1503.02531.pdf DistilBERT: https://arxiv.org/abs/1910.01108 Background by Roberta keiko Kitahara Santana: https://unsplash.com/photos/brown-cardboard-box-near-gray-tanks-RfL3l-I1zhc
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Knowledge distillation is a useful technique to build smaller high-performing models. DistilBERT is a great example of a widely used model trained using knowledge distillation. Resources: Distilling the Knowledge in a Neural Network - https://arxiv.org/pdf/1503.02531.pdf DistilBERT: https://arxiv.org/abs/1910.01108 Background by Roberta keiko Kitahara Santana: https://unsplash.com/photos/brown-cardboard-box-near-gray-tanks-RfL3l-I1zhc
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