Yoxas commited on
Commit
7d97b15
1 Parent(s): 52dd91e

Update app.py

Browse files
Files changed (1) hide show
  1. app.py +2 -2
app.py CHANGED
@@ -44,7 +44,7 @@ def retrieve_relevant_doc(query):
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  def generate_response(query):
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  relevant_doc = retrieve_relevant_doc(query)
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  if len(relevant_doc) > 512: # Truncate long documents
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- relevant_doc = summarizer(relevant_doc, max_length=150, min_length=50, do_sample=False)[0]['summary_text']
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  input_text = f"Document: {relevant_doc}\n\nQuestion: {query}\n\nAnswer:"
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  inputs = llama_tokenizer(input_text, return_tensors="pt").to(device)
@@ -54,7 +54,7 @@ def generate_response(query):
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  outputs = llama_model.generate(
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  inputs["input_ids"],
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  attention_mask=inputs["attention_mask"],
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- max_length=150,
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  pad_token_id=pad_token_id
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  )
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  def generate_response(query):
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  relevant_doc = retrieve_relevant_doc(query)
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  if len(relevant_doc) > 512: # Truncate long documents
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+ relevant_doc = summarizer(relevant_doc, max_length=4096, min_length=50, do_sample=False)[0]['summary_text']
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  input_text = f"Document: {relevant_doc}\n\nQuestion: {query}\n\nAnswer:"
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  inputs = llama_tokenizer(input_text, return_tensors="pt").to(device)
 
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  outputs = llama_model.generate(
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  inputs["input_ids"],
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  attention_mask=inputs["attention_mask"],
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+ max_length=512,
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  pad_token_id=pad_token_id
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  )
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