diff --git a/releasenotes.md b/releasenotes.md
index 34a930f..d67457d 100644
--- a/releasenotes.md
+++ b/releasenotes.md
@@ -19,5 +19,6 @@
 
 # Known Issues
 
-* NA
+* With 2.7 release of Neuron SDK, there is a known low accuracy with Hugging Face Roberta Large, finetuning on trn1
+* for BF16 version of the model.