title: How to set word_embedding size in SentenceBert
body: <p>I am trying to generate text embedding using SentenceBert for a given set of text sentences. Though, I am able to manipulate max_seq_length using below code, I couldn't find help on how to set word_embedding length.</p>
  <pre><code>from sentence_transformers import SentenceTransformer
  model = SentenceTransformer('all-MiniLM-L6-v2')
  model._first_module().max_seq_length = df_numeric['word_count'].max()
  model._first_module().do_lower_case = True
  </code></pre>
  <p>Refrerence read : <a href="https://github.com/UKPLab/sentence-transformers/issues/364" rel="nofollow noreferrer">https://github.com/UKPLab/sentence-transformers/issues/364</a></p>