Update README.md

README.md

@@ -21,17 +21,11 @@ tags:
 
 ElEmperador is an ORPO-based finetinue derived from the Mistral-7B-v0.1 base model.
 
-The argilla/ultrafeedback-binarized-preferences-cleaned dataset was used, albeit a small portion was used due to GPU constraints.
+The argilla/ultrafeedback-binarized-preferences-cleaned dataset was used for training, albeit a small portion was used due to GPU constraints.
 
 # Evals:
 BLEU:0.209
 
-# Conclusion
-
-ORPO is a viable RLHF algorithm to improve the performance of your models than SFT finetuning. It also helps in aligning the model’s outputs more closely with human preferences,
-leading to more user-friendly and acceptable results.
-
-
 ## Inference Script:
 
 ```python
@@ -62,4 +56,9 @@ if __name__ == "__main__":
     
     print(f"Input: {input_text}")
     print(f"Output: {output}")
-```
+```
+
+# Results
+
+ORPO is a viable RLHF algorithm to improve the performance of your models along with SFT finetuning. It also helps in aligning the model’s outputs more closely with human preferences,
+leading to more user-friendly and acceptable results.