Update app.py

app.py

@@ -5,11 +5,11 @@
 # - https://huggingface.co/EnglishVoice/t5-base-keywords-to-headline?text=diabetic+diet+plan
 # - Apache 2.0
 
-# In[2]:
-
 
 import torch
 from transformers import T5ForConditionalGeneration,T5Tokenizer
+import gradio as gr
+
 
 device = torch.device("cuda" if torch.cuda.is_available() else "cpu")
 
@@ -17,11 +17,6 @@ model = T5ForConditionalGeneration.from_pretrained("EnglishVoice/t5-base-keyword
 tokenizer = T5Tokenizer.from_pretrained("EnglishVoice/t5-base-keywords-to-headline", clean_up_tokenization_spaces=True, legacy=False)
 model = model.to(device)
 
-
-
-# In[5]:
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-
 def title_gen(keywords):
 
     text =  "headline: " + keywords
@@ -54,14 +49,6 @@ def title_gen(keywords):
     return titles
 
 
-# In[1]:
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-
-import gradio as gr
-
-
-# In[ ]:
-
 
 iface = gr.Interface(fn=paraphrase, 
                      inputs=[gr.Textbox(label="Paste 2 or more keywords searated by a comma.", lines=1), "checkbox", gr.Slider(0.1, 2, 0.8)],
@@ -75,89 +62,6 @@ iface = gr.Interface(fn=paraphrase,
 iface.launch()
 
 
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-'''
-#Create a four button panel for changing parameters with one click
-
-def fn(text):
-    return ("Hello gradio!")
-
-with gr.Blocks () as demo:
-
-    with gr.Row(variant='compact') as PanelRow1: #first row: top
-        
-        with gr.Column(scale=0, min_width=180) as PanelCol5:
-            gr.HTML("")
-        with gr.Column(scale=0) as PanelCol4:
-            submit = gr.Button("Temp++", scale=0)
-        with gr.Column(scale=1) as PanelCol5:
-            gr.HTML("")
-        
-       
-    with gr.Row(variant='compact') as PanelRow2: #2nd row: left, right, middle
-
-        with gr.Column(min_width=100) as PanelCol1:
-            submit = gr.Button("Contrastive")
-        with gr.Column(min_width=100) as PanelCol2:
-            submit = gr.Button("Re-generate")
-        with gr.Column(min_width=100) as PanelCol3:
-            submit = gr.Button("Diversity Beam")
-        
-        with gr.Column(min_width=100) as PanelCol5:
-            gr.HTML("")
-        with gr.Column(min_width=100) as PanelCol5:
-            gr.HTML("")
-        with gr.Column(scale=0) as PanelCol5:
-            gr.HTML("")
-            
-    with gr.Row(variant='compact') as PanelRow3: #last row: down
-        with gr.Column(scale=0, min_width=180) as PanelCol7:
-            gr.HTML("")
-        with gr.Column(scale=1) as PanelCol6:
-            submit = gr.Button("Temp--", scale=0)
-            
-        with gr.Column(scale=0) as PanelCol5:
-            gr.HTML("")
-
-demo.launch()
-'''
-
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-# In[164]:
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-import gc
-gc.collect()
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-gr.close_all()
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