diff --git a/requirements/extra.txt b/requirements/extra.txt
index 0e7dffbcb39b0..85437327bce06 100644
--- a/requirements/extra.txt
+++ b/requirements/extra.txt
@@ -3,7 +3,7 @@
 matplotlib>3.1
 horovod>=0.21.2  # no need to install with [pytorch] as pytorch is already installed
 omegaconf>=2.0.1
-torchtext>=0.5, <0.7  # TODO: temporary fix fix for compatibility
+torchtext>=0.5
 onnx>=1.7.0
 onnxruntime>=1.3.0
 hydra-core>=1.0