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README.md

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 ## Model Description
-The **arise-japanese-guardrail-gemma2b-lora is a Japanese‐specific guardrail model** fine-tuned on **`google/gemma-2-2b-jpn-it`** using the QLoRA technique.
+The **arise-japanese-guardrail-gemma2b-lora is a Japanese‐specific guardrail model** fine-tuned on **`google/gemma-2-2b-jpn-it`** using the LoRA technique.
 The model classifies an incoming user query as **“allow”** or **“deny”** and returns a JSON string in the format below:
 
 **Example (deny case):**