Update README with detailed application description

README.md

@@ -1,10 +1,3 @@
-A test / demo application playground for DPO Preference Tuning on different LLM models.
-Running on Huggingspace:
-https://huggingface.co/spaces/CatoG/DPO_Demo
-
-Allows for LLM model selection, preference tuning of LLM responses, model response tuning with LoRA and Direct Preference Optimization (DPO).
-Tuned model / policies can be downloaded for further use.
-
 ---
 title: DPO Demo
 emoji: 📚
@@ -16,5 +9,11 @@ app_file: app.py
 pinned: false
 short_description: Testing DPO for finetuning models
 ---
+A test / demo application playground for DPO Preference Tuning on different LLM models.
+Running on Huggingspace:
+https://huggingface.co/spaces/CatoG/DPO_Demo
+
+Allows for LLM model selection, preference tuning of LLM responses, model response tuning with LoRA and Direct Preference Optimization (DPO).
+Tuned model / policies can be downloaded for further use.
 
 Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference