diff --git a/README.md b/README.md
index 783fa70ce..2d89738fb 100644
--- a/README.md
+++ b/README.md
@@ -104,7 +104,7 @@ This will build and render the course on [http://localhost:3000/](http://localho
 
 **🚀 Submit a pull request**
 
-If the translations look good locally, the final step is to prepare the content for a pull request. Here, the first think to check is that the files are formatted correctly. For that you can run:
+If the translations look good locally, the final step is to prepare the content for a pull request. Here, the first thing to check is that the files are formatted correctly. For that you can run:
 
 ```
 pip install -r requirements.txt
diff --git a/chapters/en/chapter7/3.mdx b/chapters/en/chapter7/3.mdx
index 1707e7113..abc3bf377 100644
--- a/chapters/en/chapter7/3.mdx
+++ b/chapters/en/chapter7/3.mdx
@@ -854,7 +854,7 @@ eval_dataloader = DataLoader(
 )
 ```
 
-Form here, we follow the standard steps with 🤗 Accelerate. The first order of business is to load a fresh version of the pretrained model:
+From here, we follow the standard steps with 🤗 Accelerate. The first order of business is to load a fresh version of the pretrained model:
 
 ```
 model = AutoModelForMaskedLM.from_pretrained(model_checkpoint)