/home/590/rw0107/envs/kit/lib/python3.9/site-packages/huggingface_hub/file_download.py:943: FutureWarning: `resume_download` is deprecated and will be removed in version 1.0.0. Downloads always resume when possible. If you want to force a new download, use `force_download=True`.
  warnings.warn(
Some weights of BertForSequenceClassification were not initialized from the model checkpoint at emilyalsentzer/Bio_ClinicalBERT and are newly initialized: ['classifier.bias', 'classifier.weight']
You should probably TRAIN this model on a down-stream task to be able to use it for predictions and inference.