diff --git a/README.md b/README.md
index 2ed167d..c5c12b6 100644
--- a/README.md
+++ b/README.md
@@ -41,6 +41,11 @@ Eland can be installed from [PyPI](https://pypi.org/project/eland) with Pip:
 $ python -m pip install eland
 ```
 
+If using Eland to upload NLP models to Elasticsearch install the PyTorch extras:
+```bash
+$ python -m pip install eland[pytorch]
+```
+
 Eland can also be installed from [Conda Forge](https://anaconda.org/conda-forge/eland) with Conda:
 
 ```bash