dindizz commited on
Commit
1a398bc
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1 Parent(s): c646512

Update app.py

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Files changed (1) hide show
  1. app.py +5 -3
app.py CHANGED
@@ -35,10 +35,10 @@ def generate_roast(resume_text):
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  max_resume_tokens = 2048 - prompt_tokens
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  # Tokenize and truncate the resume text to fit within the remaining token limit
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- resume_tokenized = tokenizer(resume_text, return_tensors="pt", truncation=True, max_length=max_resume_tokens)
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- # Decode the truncated resume text back into a string
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- truncated_resume_text = tokenizer.decode(resume_tokenized['input_ids'][0], skip_special_tokens=True)
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  # Combine the prompt and the truncated resume text
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  final_prompt = f"{prompt_text}{truncated_resume_text}\n\nRoast:"
@@ -46,6 +46,7 @@ def generate_roast(resume_text):
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  # Generate roast with the truncated prompt
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  generator = pipeline('text-generation', model=model, tokenizer=tokenizer)
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  roast = generator(final_prompt, max_new_tokens=50, num_return_sequences=1)
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  return roast[0]['generated_text']
@@ -54,6 +55,7 @@ def generate_roast(resume_text):
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  # Gradio interface function
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  def roast_resume(file):
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  if file.name.endswith('.pdf'):
 
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  max_resume_tokens = 2048 - prompt_tokens
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  # Tokenize and truncate the resume text to fit within the remaining token limit
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+ resume_tokenized = tokenizer(resume_text, truncation=True, max_length=max_resume_tokens)
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+ # Decode the truncated resume back into a string
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+ truncated_resume_text = tokenizer.decode(resume_tokenized['input_ids'], skip_special_tokens=True)
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  # Combine the prompt and the truncated resume text
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  final_prompt = f"{prompt_text}{truncated_resume_text}\n\nRoast:"
 
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  # Generate roast with the truncated prompt
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  generator = pipeline('text-generation', model=model, tokenizer=tokenizer)
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+ # Generate roast within max_new_tokens limit
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  roast = generator(final_prompt, max_new_tokens=50, num_return_sequences=1)
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  return roast[0]['generated_text']
 
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+
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  # Gradio interface function
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  def roast_resume(file):
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  if file.name.endswith('.pdf'):