ras Model instance</p></div>
<details class="source">
<summary>
<span>Expand source code</span>
</summary>
<pre><code class="python">def sequence_tagger(
    name,
    preproc,
    wv_path_or_url=None,
    transformer_model=&#34;bert-base-multilingual-cased&#34;,
    transformer_layers_to_use=U.DEFAULT_TRANSFORMER_LAYERS,
    bert_model=None,
    word_embedding_dim=100,
    char_embedding_dim=25,
    word_lstm_size=100,
    char_lstm_size=25,
    fc_dim=100,
    dropout=0.5,
    verbose=1,
):
    &#34;&#34;