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@@ -113,7 +113,7 @@ This model was fine-tuned on the custom `YosefA/Adflufence-ad-comments` dataset.
 The dataset was created through the following process:
-* **Source:** Started with ~5,000 English product reviews from an Amazon dataset.
 * **Transformation:** Each review was programmatically rephrased and translated into a simulated social media comment using Google's Gemini Flash.
 * **Stylization:** Comments were generated in three styles to mimic real-world Ethiopian user behavior:
     * Amharic (Ge’ez script)

 The dataset was created through the following process:
+* **Source:** Started with ~3180 English product reviews from an Amazon dataset.
 * **Transformation:** Each review was programmatically rephrased and translated into a simulated social media comment using Google's Gemini Flash.
 * **Stylization:** Comments were generated in three styles to mimic real-world Ethiopian user behavior:
     * Amharic (Ge’ez script)