Update README.md

README.md

@@ -1,14 +1,27 @@
 ---
 library_name: keras
+language:
+- en
+pipeline_tag: text-classification
+tags:
+- toxic
+- comment
+- toxic comment
 ---
 
 ## Model description
 
-More information needed
+This model used for text classification with toxic and non-toxic labels.
 
 ## Intended uses & limitations
 
-More information needed
+If you want to reuse model, try copy this
+from huggingface_hub import from_pretrained_keras
+reloaded_model = from_pretrained_keras('Johnesss/Toxic-Comment-Classification')
+
+y_testing=reloaded_model.predict(x_testing,verbose=1,batch_size=32)
+test_df['Toxic']=['Not Toxic' if x<0.5 else 'Toxic' for x in y_testing]
+test_df[['comment_text','Toxic']].head(20)
 
 ## Training and evaluation data