diff --git a/tensorflow_addons/utils/resource_loader.py b/tensorflow_addons/utils/resource_loader.py
index 15fab9f12f..d15a6cd715 100644
--- a/tensorflow_addons/utils/resource_loader.py
+++ b/tensorflow_addons/utils/resource_loader.py
@@ -20,8 +20,8 @@
 
 import tensorflow as tf
 
-MIN_TF_VERSION_FOR_ABI_COMPATIBILITY = "2.3.0"
-MAX_TF_VERSION_FOR_ABI_COMPATIBILITY = "2.4.0"
+MIN_TF_VERSION_FOR_ABI_COMPATIBILITY = "2.4.0"
+MAX_TF_VERSION_FOR_ABI_COMPATIBILITY = "2.5.0"
 abi_warning_already_raised = False
 SKIP_CUSTOM_OPS = False