chayanbhansali commited on
Commit
440bb16
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verified ·
1 Parent(s): ec20829

Update app.py

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Files changed (1) hide show
  1. app.py +4 -3
app.py CHANGED
@@ -76,9 +76,10 @@ class RAGChatbot:
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  full_prompt = f"Context: {truncated_context}\n\nQuestion: {query}\n\nAnswer:"
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  # Generate response
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- inputs = self.tokenizer(full_prompt, return_tensors="pt", padding=True, truncation=True).to(self.model.device)
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- attention_mask = inputs.attention_mask
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- outputs = self.model.generate(**inputs, max_new_tokens=128,attention_mask=attention_mask,pad_token_id=self.tokenizer.eos_token_id)
 
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  response = self.tokenizer.decode(outputs[0], skip_special_tokens=True)
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  return response.split("Answer:")[-1].strip()
 
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  full_prompt = f"Context: {truncated_context}\n\nQuestion: {query}\n\nAnswer:"
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  # Generate response
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+ tokens = self.tokenizer(full_prompt, return_tensors="pt", padding=True, truncation=True).to(self.model.device)
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+ inputs = tokens.input_ids.to(self.model.device)
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+ attention_mask = tokens.attention_mask
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+ outputs = self.model.generate(inputs, max_new_tokens=128,attention_mask=attention_mask,pad_token_id=self.tokenizer.eos_token_id,repetition_penalty=1.0))
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  response = self.tokenizer.decode(outputs[0], skip_special_tokens=True)
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  return response.split("Answer:")[-1].strip()