diff --git a/docs/freqai-configuration.md b/docs/freqai-configuration.md
index 92cff06ff..7b08dd67c 100644
--- a/docs/freqai-configuration.md
+++ b/docs/freqai-configuration.md
@@ -325,4 +325,4 @@ class PyTorchMLPRegressor(BasePyTorchRegressor):
         return trainer
 ```
 
-Here we create `PyTorchMLPRegressor` that implements the `fit` method. The `fit` method specifies the training building blocks: model, optimizer, criterion, and trainer. We inherit both `BasePyTorchRegressor` and `BasePyTorchModel` (a parent of `BasePyTorchRegressor`). The former implements the `predict` method that suits our regression task. The latter implements the `train` method.
\ No newline at end of file
+Here we create `PyTorchMLPRegressor` that implements the `fit` method. The `fit` method specifies the training building blocks: model, optimizer, criterion, and trainer. We inherit both `BasePyTorchRegressor` and `BasePyTorchModel` (a parent of `BasePyTorchRegressor`). The former implements the `predict` method that suits our regression task. The latter implements the `train` method.