TUDO SOBRE IMOBILIARIA

Tudo sobre imobiliaria

Tudo sobre imobiliaria

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results highlight the importance of previously overlooked design choices, and raise questions about the source

RoBERTa has almost similar architecture as compare to BERT, but in order to improve the results on BERT architecture, the authors made some simple design changes in its architecture and training procedure. These changes are:

The problem with the original implementation is the fact that chosen tokens for masking for a given text sequence across different batches are sometimes the same.

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Use it as a regular PyTorch Module and refer to the PyTorch documentation for all matter related to general

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Apart from it, RoBERTa applies all four described aspects above with the same architecture parameters as BERT large. The total number of parameters of RoBERTa is 355M.

and, as we will show, hyperparameter choices have significant impact on the final results. We present a replication

This results in 15M and 20M additional parameters for BERT base and BERT large models respectively. The introduced encoding version in RoBERTa demonstrates slightly worse results than before.

Attentions weights after the attention softmax, used to compute the weighted average in the self-attention

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Attentions weights after the attention softmax, used to compute the weighted average in the self-attention heads.

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