Update README.md

README.md

@@ -4,10 +4,11 @@ library_name: transformers
 
 # Model Card for shijunju/gemma_2b_finRisk
 
-This model is fine-tuned using the QLoRA (Quantized Low Rank Adaptation) approach, specifically designed to question answering for financial risk compliance.
-The model is fine-tuned using documents on fincen.org. 
-It can answer questions about fincen.gov's published documents on Alerts, Advisories, and Financial Trend Analysis since 2020.
+This model is fine-tuned using the LoRA (Low-Rank Adaptation) approach, specifically designed for question answering in the domain of financial risk compliance.
 
+The Gemma-2b-en model is fine-tuned using documents from fincen.org.
+
+It is capable of answering questions about documents published on fincen.gov, including Alerts, Advisories, and Financial Trend Analysis reports since 2020.
 
 ## Model Details