diff --git a/docs/source/models.rst b/docs/source/models.rst
index 0aa9c47a061..8f918514fb7 100644
--- a/docs/source/models.rst
+++ b/docs/source/models.rst
@@ -127,8 +127,8 @@ These can be constructed by passing ``pretrained=True``:
     regnet_x_32gf = models.regnet_x_32gf(pretrained=True)
 
 Instancing a pre-trained model will download its weights to a cache directory.
-This directory can be set using the `TORCH_MODEL_ZOO` environment variable. See
-:func:`torch.utils.model_zoo.load_url` for details.
+This directory can be set using the `TORCH_HOME` environment variable. See
+:func:`torch.hub.load_state_dict_from_url` for details.
 
 Some models use modules which have different training and evaluation
 behavior, such as batch normalization. To switch between these modes, use