diff --git a/gpt4all-bindings/python/docs/gpt4all_python_embedding.md b/gpt4all-bindings/python/docs/gpt4all_python_embedding.md
index bfa4ade4..3d207126 100644
--- a/gpt4all-bindings/python/docs/gpt4all_python_embedding.md
+++ b/gpt4all-bindings/python/docs/gpt4all_python_embedding.md
@@ -23,7 +23,7 @@ The embedding model will automatically be downloaded if not installed.
     [0.034696947783231735, -0.07192722707986832, 0.06923297047615051, ...]
     ```
 ### Speed of embedding generation
-The following table lists the generation speed for text documents of N tokens captured on an Intel i913900HX CPU with DDR5 5600 running with 8 threads under stable load.
+The following table lists the generation speed for text document captured on an Intel i913900HX CPU with DDR5 5600 running with 8 threads under stable load.
 
 | Tokens          | 128  | 512  | 2048 | 8129 | 2^14 |
 | --------------- | ---- | ---- | ---- | ---- | ---- |