felixz commited on
Commit
7a6d079
·
1 Parent(s): 5a2cc6c

Update app.py

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Files changed (1) hide show
  1. app.py +8 -6
app.py CHANGED
@@ -1,9 +1,10 @@
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  import gradio as gr
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  from transformers import T5Tokenizer, T5ForConditionalGeneration
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- tokenizer = T5Tokenizer.from_pretrained("google/flan-t5-base")
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- model = T5ForConditionalGeneration.from_pretrained("google/flan-t5-base")
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  def get_examples ():
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  return [
@@ -22,15 +23,15 @@ on Friday is higher by 40 * 40/100 = <<40*40/100=16>>16 books. How many books do
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  def text2text(input_text):
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  input_ids = tokenizer(input_text, return_tensors="pt").input_ids
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- outputs = model.generate(input_ids, max_length=40)
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  return tokenizer.decode(outputs[0])
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  with gr.Blocks() as demo:
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- txt_in = gr.Textbox(label="Input", lines=2)
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  correct_label = gr.Label(label="Correct")
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- txt_out = gr.Textbox(value="", label="Output")
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  btn = gr.Button(value="Submit")
@@ -41,7 +42,8 @@ with gr.Blocks() as demo:
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  examples=get_examples(),
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  inputs=[txt_in,correct_label]
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  )
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-
 
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  if __name__ == "__main__":
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  demo.launch()
 
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  import gradio as gr
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  from transformers import T5Tokenizer, T5ForConditionalGeneration
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+ tokenizer = T5Tokenizer.from_pretrained("google/flan-t5-large")
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+ model = T5ForConditionalGeneration.from_pretrained("google/flan-t5-large")
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+ title = "Flan T5 Large Demo"
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  def get_examples ():
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  return [
 
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  def text2text(input_text):
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  input_ids = tokenizer(input_text, return_tensors="pt").input_ids
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+ outputs = model.generate(input_ids, max_length=100)
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  return tokenizer.decode(outputs[0])
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  with gr.Blocks() as demo:
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+ txt_in = gr.Textbox(label="Input", lines=3)
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  correct_label = gr.Label(label="Correct")
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+ txt_out = gr.Textbox(value="", label="Output", lines=3)
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  btn = gr.Button(value="Submit")
 
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  examples=get_examples(),
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  inputs=[txt_in,correct_label]
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  )
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+
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+ demo.
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  if __name__ == "__main__":
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  demo.launch()