toyanov. It is based on Google‚Äôs BERT model released in 2018.</p>
<p>It builds on BERT and modifies key hyperparameters, removing the
next-sentence pretraining objective and training with much larger
mini-batches and learning rates.</p>
<p>Pretrained models can be loaded with <a class="reference internal" href="#sparknlp.annotator.embeddings.roberta_embeddings.RoBertaEmbeddings.pretrained" title="sparknlp.annotator.embeddings.roberta_embeddings.RoBertaEmbeddings.pretrained"><code class="xref py py-met