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.gitattributes

@@ -0,0 +1 @@
+phishing_model.bin filter=lfs diff=lfs merge=lfs -text

README.md

@@ -12,8 +12,24 @@ language:
 
 This is a lightweight FastText model trained to classify domain names as either phishing or clean. It uses supervised learning with `wordNgrams=2` for better n-gram feature coverage.
 
-## Usage
+## Installation
+
+Option 1: From Source
+
+git clone https://github.com/facebookresearch/fastText.git
+cd fastText
+mkdir build && cd build
+cmake ..
+make
+
+Option 2: Using pip (limited support)
 
+pip install fasttext
+
+⚠️ The pip version does not support all features. Compiling from source is recommended.
+
+## Usage
+echo "carreeffoursa.site" | ./fasttext predict phishing_model.bin -
 ```bash
 # Predict a single domain
 echo "carreeffoursa.site" | ./fasttext predict phishing_model.bin -