Update README.md

README.md

@@ -6,4 +6,4 @@ base_model:
 - meta-llama/Llama-2-7b
 ---
 
-This model is aligned using the AlpacaFarm dataset, fine-tuned through the Soft Preference Optimization (SPO) loss. The alignment process started from the Supervised Fine-Tuned (SFT) version of LLaMA 2 7B. The optimization process was conducted with a single epoch. For more information on the dataset, refer to the AlpacaFarm documentation (https://github.com/tatsu-lab/alpaca_farm).
+This model is aligned using the AlpacaFarm dataset, fine-tuned through an alignment loss. The alignment process started from the Supervised Fine-Tuned (SFT) version of LLaMA 2 7B. The optimization process was conducted with a single epoch. For more information on the dataset, refer to the AlpacaFarm documentation (https://github.com/tatsu-lab/alpaca_farm).