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Update app.py
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app.py
CHANGED
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@@ -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,
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# Decode the truncated resume
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truncated_resume_text = tokenizer.decode(resume_tokenized['input_ids']
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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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@@ -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']
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@@ -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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# Gradio interface function
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def roast_resume(file):
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if file.name.endswith('.pdf'):
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