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BERT from scratch

A PyTorch implementation of BERT, pretraining and finetuning, written to understand the architecture and the masked-language-modelling objective from the ground up rather than calling into a library.

model/     the transformer encoder, embeddings and heads
dataset/   MLM masking and next-sentence-prediction data prep
trainer/   the training loop

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pretraining and finetuning BERT using pytorch

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