Paarth commited on
Commit
a5e5b55
1 Parent(s): 34fb87e

Update app.py

Browse files
Files changed (1) hide show
  1. app.py +3 -2
app.py CHANGED
@@ -17,6 +17,7 @@ from transformers import AutoTokenizer
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  MODEL_NAME = 'Salesforce/codet5-base-multi-sum'
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  tokenizer = AutoTokenizer.from_pretrained(MODEL_NAME)
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  model = SummarizerModel(MODEL_NAME)
 
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  def summarize(text: str,
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  tokenizer = tokenizer,
@@ -56,5 +57,5 @@ outputs = gr.outputs.Textbox()
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  iface = gr.Interface(fn=summarize,
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  inputs=['text'],
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  outputs=outputs,
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- description="This is the summarization")
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- iface.launch()
 
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  MODEL_NAME = 'Salesforce/codet5-base-multi-sum'
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  tokenizer = AutoTokenizer.from_pretrained(MODEL_NAME)
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  model = SummarizerModel(MODEL_NAME)
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+ model.load_state_dict(torch.load('codet5-base-1_epoch-val_loss-0.80.pth'))
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  def summarize(text: str,
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  tokenizer = tokenizer,
 
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  iface = gr.Interface(fn=summarize,
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  inputs=['text'],
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  outputs=outputs,
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+ description="Demo for ForgeT5 | Input: A python code | Output: The code summarization")
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+ iface.launch(inline = False)