Vasudevakrishna commited on
Commit
9a71c13
·
verified ·
1 Parent(s): c1e7ae1

Update app.py

Browse files
Files changed (1) hide show
  1. app.py +5 -4
app.py CHANGED
@@ -15,8 +15,8 @@ tokenizer.pad_token = tokenizer.eos_token
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  peft_model_folder = './ckpts'
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  model.load_adapter(peft_model_folder)
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- def generate_text(input_text):
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- pipe = pipeline(task="text-generation",model=model,tokenizer=tokenizer, max_length=200)
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  result = pipe(f"{input_text}")
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  return_answer = (result[0]['generated_text']).replace(input_text,'')
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  return return_answer
@@ -24,12 +24,13 @@ def generate_text(input_text):
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  # Create a Gradio interface
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  iface = gr.Interface(
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  fn=generate_text, # Function to be called on user input
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- inputs=gr.Textbox(
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  label="Ask question?",
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  info="Enter your prompt:"
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  ),
 
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  outputs=gr.Textbox(
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- label="Response from AI Model: ",
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  ),
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  )
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  peft_model_folder = './ckpts'
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  model.load_adapter(peft_model_folder)
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+ def generate_text(input_text, max_length):
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+ pipe = pipeline(task="text-generation",model=model,tokenizer=tokenizer, max_length=max_length)
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  result = pipe(f"{input_text}")
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  return_answer = (result[0]['generated_text']).replace(input_text,'')
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  return return_answer
 
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  # Create a Gradio interface
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  iface = gr.Interface(
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  fn=generate_text, # Function to be called on user input
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+ inputs=[gr.Textbox(
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  label="Ask question?",
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  info="Enter your prompt:"
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  ),
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+ gr.Slider(1, 100, value = 10, step=1, label="Max Length")],
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  outputs=gr.Textbox(
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+ label="Response from Phi2 Model: ",
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  ),
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  )
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