JDmayo commited on
Commit
4e4d9bb
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1 Parent(s): c868c2c

Update app.py

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Files changed (1) hide show
  1. app.py +9 -1
app.py CHANGED
@@ -11,7 +11,15 @@ model = GPT2LMHeadModel.from_pretrained(model_name)
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  def generate_blogpost(topic):
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  prompt = f"Write a detailed blog post about {topic}."
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  inputs = tokenizer.encode(prompt, return_tensors="pt")
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- outputs = model.generate(inputs, max_length=300, num_return_sequences=1, pad_token_id=tokenizer.eos_token_id)
 
 
 
 
 
 
 
 
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  generated_text = tokenizer.decode(outputs[0], skip_special_tokens=True)
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  return generated_text
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  def generate_blogpost(topic):
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  prompt = f"Write a detailed blog post about {topic}."
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  inputs = tokenizer.encode(prompt, return_tensors="pt")
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+ outputs = model.generate(
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+ inputs,
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+ max_length=300,
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+ num_return_sequences=1,
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+ pad_token_id=tokenizer.eos_token_id,
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+ do_sample=True, # Enable sampling
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+ temperature=0.7, # Control the randomness of the output
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+ top_p=0.9 # Nucleus sampling
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+ )
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  generated_text = tokenizer.decode(outputs[0], skip_special_tokens=True)
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  return generated_text
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