Update README.md

README.md

@@ -46,6 +46,12 @@ Specifically, this model is a *bert-base-cased* model that was fine-tuned on the
 
 If you'd like to use a larger BERT-large model fine-tuned on the same dataset, a [**bert-large-NER**](https://huggingface.co/dslim/bert-large-NER/) version is also available. 
 
+### Available NER models 
+| Model Name | Description | Parameters |
+|-------------------|-------------|------------------|
+| [bert-large-NER](https://huggingface.co/dslim/bert-large-NER/) | Fine-tuned bert-large-cased - larger model with slightly better performance | 340M |
+| [bert-base-NER](https://huggingface.co/dslim/bert-base-NER)-([uncased](https://huggingface.co/dslim/bert-base-NER-uncased)) | Fine-tuned bert-base, available in both cased and uncased versions | 110M |
+| [distillbert-NER](https://huggingface.co/dslim/distillbert-NER) | Fine-tuned DistilBERT - a smaller, faster, lighter version of BERT | 66M |
 
 ## Intended uses & limitations