Updated license and model loading

README.md

@@ -143,8 +143,10 @@ The model is available for use in the NeMo Framework[5], and can be used as a pr
 ```python
 from nemo.collections.asr.models import SortformerEncLabelModel
 
-# load model
+# load model from a downloaded file
 diar_model = SortformerEncLabelModel.restore_from(restore_path="/path/to/diar_sortformer_4spk-v1.nemo", map_location=torch.device('cuda'), strict=False)
+# load model from Hugging Face model card directly (You need a Hugging Face token)
+diar_model = SortformerEncLabelModel.from_pretrained("nvidia/diar_sortformer_4spk-v1")
 ```
 
 ### Input Format
@@ -322,4 +324,4 @@ Check out [Riva live demo](https://developer.nvidia.com/riva#demos).
 
 ## Licence
 
-License to use this model is covered by the [CC-BY-NC-SA-4.0](https://creativecommons.org/licenses/by-nc-sa/4.0/legalcode). By downloading the public and release version of the model, you accept the terms and conditions of the CC-BY-NC-SA-4.0 license.
+License to use this model is covered by the [CC-BY-NC-4.0](https://creativecommons.org/licenses/by-nc-sa/4.0/legalcode). By downloading the public and release version of the model, you accept the terms and conditions of the CC-BY-NC-SA-4.0 license.