amine/bert-base-5lang-cased

This is a smaller version of bert-base-multilingual-cased that handles only 5 languages (en, fr, es, de and zh) instead of 104 . The model is 30% smaller than the original one (124M parameters instead of 178M) but gives exactly the same representations for the above cited languages . Google Cloud Platform requires that the model size on disk should be lower than 500 MB for serveless deployments (Cloud Functions / Cloud ML) which is not the case of the original model . For more information about the models size, memory footprint and loading time please refer to the table below . These measurements have been computed on a Google Cloud n1-standard,