Update app.py

app.py

@@ -1,15 +1,16 @@
 from transformers import pipeline
 import gradio as gr
+import random
 generator = pipeline('text-generation', model='EleutherAI/gpt-neo-1.3B')
 def query(input_sentence,num,start):
     string3=[]
     for i in range(0,num):
        intial="""These are the few examples of converting original sentences into paraphrased sentences.\n original: Symptoms of influenza include fever and nasal congestion.\n paraphrase: A stuffy nose and elevated temperature are signs you may have the flu.\n  original: Maintaining a creative work environment is not only beneficial to employees, but also to company profits.\n paraphrase: Having a fertile work environment can increase productivity and profitability.\n """
        full_input=intial+"original:"+input_sentence + "\n paraphrase:"+start
-       string1=generator(full_input, do_sample=True,max_length= len(full_input.split())+80,min_length=len(full_input.split())+80,temperature=0.65+i*0.05)[0]['generated_text']
+       string1=generator(full_input, do_sample=True,max_length= len(full_input.split())+70,min_length=len(full_input.split())+70,temperature=0.65+i*0.05+0.01*random.uniform(1, 10))[0]['generated_text']
        string2=string1.split('paraphrase:',3)[-1]
        string3.append(string2.split('.',1)[0]+".")
     return '\n\n'.join([i for i in string3[0:]])
 title = "Paraphrasing"
-description = "Gradio Demo for Paraphrasing"
-gr.Interface(fn=query, inputs=[gr.inputs.Textbox(lines=4, label="Input Text (Single Sentence)"),gr.inputs.Slider( minimum=1, maximum=10, step=1, default=4, label="Numbers of Outputs"),gr.inputs.Textbox(lines=1, label="Starting Point (optional)")],outputs=["text"],title=title,description=description,enable_queue=True).launch()   
+description = "Gradio Demo for Paraphrasing with GPT-NEO. Simply add one line sentence in the Input. It is possible to control the start of output paraphrased sentences using optional Starting Point Input."
+gr.Interface(fn=query, inputs=[gr.inputs.Textbox(lines=4, label="Input Text (Single Sentence)"),gr.inputs.Slider( minimum=1, maximum=5, step=1, default=2, label="Numbers of Outputs"),gr.inputs.Textbox(lines=1, label="Starting Point (optional)")],outputs=["text"],title=title,description=description,enable_queue=True).launch()