diff --git a/cerebrium/environments/initial-setup.mdx b/cerebrium/environments/initial-setup.mdx
index 33b2c2b0..1b4b3dc6 100644
--- a/cerebrium/environments/initial-setup.mdx
+++ b/cerebrium/environments/initial-setup.mdx
@@ -64,7 +64,7 @@ The parameters for your config file are the same as those which you would use as
 ## Config File Example
 
 ```toml
-# This file was automatically generated by Cerebrium as a starting point for your project. 
+# This file was automatically generated by Cerebrium as a starting point for your project.
 # You can edit it as you wish.
 # If you would like to learn more about your Cerebrium config, please visit https://docs.cerebrium.ai/cerebrium/environments/initial-setup#config-file-example
 
diff --git a/examples/langchain.mdx b/examples/langchain.mdx
index a1a5a472..17564cdb 100644
--- a/examples/langchain.mdx
+++ b/examples/langchain.mdx
@@ -148,7 +148,6 @@ We then integrate Langchain with a Cerebrium deployed endpoint to answer questio
 
 Your cerebrium.toml file is where you can set your compute/environment. Please make sure that the hardware you specify is a AMPERE_A5000, and that you have enough memory (RAM) on your instance to run the models. You cerebrium.toml file should look like:
 
-
 ```toml
 
 [cerebrium.build]
diff --git a/examples/sdxl.mdx b/examples/sdxl.mdx
index 65a91f80..ff293ca2 100644
--- a/examples/sdxl.mdx
+++ b/examples/sdxl.mdx
@@ -104,7 +104,6 @@ def predict(item, run_id, logger):
 
 Your cerebrium.toml file is where you can set your compute/environment. Please make sure that the hardware you specify is a AMPERE_A5000 and that you have enough memory (RAM) on your instance to run the models. You cerebrium.toml file should look like:
 
-
 ```toml
 
 [cerebrium.build]
diff --git a/examples/transcribe-whisper.mdx b/examples/transcribe-whisper.mdx
index 94331d5b..f9af07b2 100644
--- a/examples/transcribe-whisper.mdx
+++ b/examples/transcribe-whisper.mdx
@@ -123,7 +123,6 @@ In our predict function, which only runs on inference requests, we simply create
 
 Your cerebrium.toml file is where you can set your compute/environment. Please make sure that the hardware you specify is a AMPERE_A5000 and that you have enough memory (RAM) on your instance to run the models. You cerebrium.toml file should look like:
 
-
 ```toml
 
 [cerebrium.build]
@@ -157,6 +156,7 @@ openai-whisper
 [cerebrium.requirements.conda]
 
 ```
+
 To deploy the model use the following command:
 
 ```bash