diff --git a/examples/xlmr/README.md b/examples/xlmr/README.md
index b95bfe15d3..bba7910e30 100644
--- a/examples/xlmr/README.md
+++ b/examples/xlmr/README.md
@@ -71,7 +71,7 @@ Model | average | en | es | de | ar | hi | vi | zh
 ##### Load XLM-R from torch.hub (PyTorch >= 1.1):
 ```python
 import torch
-xlmr = torch.hub.load('pytorch/fairseq', 'xlmr.large')
+xlmr = torch.hub.load('pytorch/fairseq:main', 'xlmr.large')
 xlmr.eval()  # disable dropout (or leave in train mode to finetune)
 ```