asd

app.py

@@ -636,7 +636,7 @@ def generate_paraphrases(text, setting, output_format):
             temperature=temperature
         )
         
-        paraphrases_texts = [paraphraser_tokenizer.decode(output, skip_special_tokens=True, clean_up_tokenization_spaces=True) for output in outputs]
+        paraphrases_texts = [clean_text(paraphraser_tokenizer.decode(output, skip_special_tokens=True, clean_up_tokenization_spaces=True)) for output in outputs]
         
         formatted_output += f"Original sentence {i+1}: {sentence}\n"
         for j, paraphrase in enumerate(paraphrases_texts, 1):
@@ -692,21 +692,20 @@ def generate_paraphrases(text, setting, output_format):
     else:
         return json.dumps(json_output, indent=2), "\n\n".join([v[0] for v in human_versions])
 
-def clean_paraphrased_output(text):
-    cleaned_text = clean_text(text)
-    return cleaned_text
-
 # Define the Gradio interface
 iface = gr.Interface(
-    fn=clean_paraphrased_output,
+    fn=generate_paraphrases,
     inputs=[
-        gr.Textbox(lines=5, label="Input Text")
+        gr.Textbox(lines=5, label="Input Text"),
+        gr.Slider(minimum=1, maximum=5, step=1, label="Readability to Human-like Setting"),
+        gr.Radio(["text", "json"], label="Output Format")
     ],
     outputs=[
-        gr.Textbox(lines=20, label="Cleaned Text")
+        gr.Textbox(lines=20, label="Detailed Paraphrases and Classifications"),
+        gr.Textbox(lines=10, label="Human-like or Less Confident Machine-generated Paraphrases")
     ],
-    title="Clean Paraphrased Output",
-    description="Enter a text with 'paraphrasedoutput:' prefix and get the cleaned text."
+    title="Advanced Diverse Paraphraser with Human-like Filter",
+    description="Enter a text, select a setting from readable to human-like, and choose the output format to generate diverse paraphrased versions. Combined versions are classified, and those detected as human-produced or less confidently machine-generated are presented in the final output."
 )
 
 # Launch the interface