Update README.md

README.md

@@ -42,10 +42,6 @@ The model may also serve educational purposes in highlighting the importance of
 ### Out-of-Scope
 Use of this model to generate content for public consumption or in any application outside of controlled, ethical research settings is strongly discouraged and considered out-of-scope.
 
-### Usage
-
-Below we share some code snippets on how to get quickly started with running the model. First make sure to `pip install -U transformers`, then copy the snippet from the section that is relevant for your usecase.
-
 ## Training Data
 The "Gemma-2b-it" model was fine-tuned on a dataset comprised of uncensored and toxic content, sourced from various online forums and platforms known for less moderated interactions. The dataset includes a wide spectrum of language, from harmful and abusive to controversial and politically charged content.
 Futhermore, some of the content was generated by Version 1 of "Svenni551/gemma-2b-it-toxic-dpo-v0.2".
@@ -71,6 +67,10 @@ Users of this model are advised to:
 - Implement robust content moderation and filtering mechanisms when analyzing the model's outputs.
 - Engage with ethical review boards or oversight committees when planning research involving this model.
 
+### Usage
+
+Below we share some code snippets on how to get quickly started with running the model. First make sure to `pip install -U transformers`, then copy the snippet from the section that is relevant for your usecase.
+
 #### Running the model on a CPU