You can pass plugin options using data-options attribute. Please make sure to use valid json code.
Plugin Docs JSON Formatter<input type="text" class="tags-input"
value="Amsterdam,Washington,Sydney,Beijing,Cairo"
data-options='{
"tagClass": "badge badge-danger"
}' >