Not-Grim-Refer commited on
Commit
d3fbab9
1 Parent(s): 6b980f5

Update app.py

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Files changed (1) hide show
  1. app.py +5 -2
app.py CHANGED
@@ -6,9 +6,12 @@ model_code2desc = AutoModel.from_pretrained("microsoft/codebert-base")
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  def code_to_description(code: str) -> str:
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  inputs = tokenizer_code2desc.encode("summarize: " + code, return_tensors="pt", max_length=512)
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- outputs = model_code2desc.generate(inputs, max_length=150, num_return_sequences=1, no_repeat_ngram_size=2)
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- description = tokenizer_code2desc.decode(outputs[0], skip_special_tokens=True)
 
 
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  return description
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  iface = gr.Interface(fn=code_to_description, inputs="text", outputs="text")
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  iface.launch()
 
 
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  def code_to_description(code: str) -> str:
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  inputs = tokenizer_code2desc.encode("summarize: " + code, return_tensors="pt", max_length=512)
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+ # Updated generate function
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+ outputs = model_code2desc.generate(inputs, max_length=150, num_return_sequences=1, no_repeat_ngram_size=2, do_sample=True, top_k=50, top_p=0.95, temperature=0.8)
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+ # Updated decode function
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+ description = tokenizer_code2desc.decode(outputs[0], skip_special_tokens=True, clean_up_tokenization_spaces=True)
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  return description
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  iface = gr.Interface(fn=code_to_description, inputs="text", outputs="text")
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  iface.launch()
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+