diff --git a/README.md b/README.md
index 7f332c8c..ea5cecd0 100644
--- a/README.md
+++ b/README.md
@@ -113,7 +113,7 @@ python download-model.py EleutherAI/gpt-j-6B --text-only
 
 #### Converting to pytorch (optional)
 
-The script `convert-to-torch.py` allows you to convert models to .pt format, which is sometimes 10x faster to load to the GPU:
+The script `convert-to-torch.py` allows you to convert models to .pt format, which can be a lot faster to load to the GPU:
 
     python convert-to-torch.py models/model-name