diff --git a/lm_eval/tasks/gpqa/README.md b/lm_eval/tasks/gpqa/README.md
index 30c350865f..a84dc391cf 100644
--- a/lm_eval/tasks/gpqa/README.md
+++ b/lm_eval/tasks/gpqa/README.md
@@ -23,6 +23,8 @@ Homepage: `https://github.com/idavidrein/gpqa/tree/main`
 }
 ```
 
+This dataset is gated, so you will have to accept the terms of use at https://huggingface.co/datasets/Idavidrein/gpqa and login via `huggingface-cli login` using your HF Hub token before running this task.
+
 ### Groups and Tasks
 
 #### Groups