Update README.md

README.md

@@ -2,42 +2,42 @@
 language: en
 license: apache-2.0
 tags:
+- distilbert
+- fine-tuned
 - url-classification
 - text-classification
-- distilbert
-- web-mining
 - nlp
+- web-mining
 - seo
-- crawler
 datasets:
 - ruggsea/infini-news-corpus
-metrics:
-- accuracy
 pipeline_tag: text-classification
 ---
 
-# 🌐 URL Content vs Section Classifier (DistilBERT)
+# 🌐 URL Content vs Section Classifier (Fine-tuned DistilBERT)
 
-This model classifies a **web URL** into one of two structural categories:
+This model is a **fine-tuned version of DistilBERT** designed to classify web URLs into two categories:
 
-- **content** → A specific article, blog post, or news story page  
+- **content** → A specific page such as an article, blog post, or news story  
 - **section** → A category page, listing page, or homepage/navigation page  
 
-It is designed for **web crawling, content extraction, and large-scale URL filtering**.
+It is optimized for **web crawling, URL filtering, and content extraction pipelines**.
 
 ---
 
-# 🚀 Model Overview
+# 🧠 Model Description
 
-This model is a fine-tuned version of:
+This model is fine-tuned from:
 
 👉 **:contentReference[oaicite:0]{index=0}**
 
-It learns patterns in URL structure rather than natural language sentences.
+DistilBERT is a compressed version of BERT that retains strong language understanding capabilities while being lightweight and fast.
+
+In this project, it is adapted to learn **structural patterns in URLs** rather than natural language sentences.
 
 ---
 
-## 🧠 Problem Type
+# 🚀 Task Definition
 
-### Input
-A single URL string:
+## Input
+A raw URL string: