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Update src/RAGSample.py

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  1. src/RAGSample.py +15 -9
src/RAGSample.py CHANGED
@@ -370,19 +370,25 @@ Answer:
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  # Initialize a local Hugging Face model
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  hf_pipeline = pipeline(
 
 
 
 
 
 
 
 
 
 
 
 
 
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  "text-generation",
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  model="microsoft/BioGPT",
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  tokenizer="microsoft/BioGPT",
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- max_new_tokens=100, # Reduced for stability
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- max_length=1024, # BioGPT's context length
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- temperature=0.2, # Lower for more focused responses
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  device_map="auto",
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- torch_dtype=torch.float16,
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- return_full_text=False,
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- truncation=True,
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- do_sample=True,
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- pad_token_id=1,
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- eos_token_id=2,
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  )
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  # Wrap it in LangChain
 
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  # Initialize a local Hugging Face model
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  hf_pipeline = pipeline(
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+ # "text-generation",
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+ # model="microsoft/BioGPT",
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+ # tokenizer="microsoft/BioGPT",
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+ # max_new_tokens=100, # Reduced for stability
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+ # max_length=1024, # BioGPT's context length
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+ # temperature=0.2, # Lower for more focused responses
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+ # device_map="auto",
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+ # torch_dtype=torch.float16,
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+ # return_full_text=False,
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+ # truncation=True,
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+ # do_sample=True,
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+ # pad_token_id=1,
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+ # eos_token_id=2,
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  "text-generation",
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  model="microsoft/BioGPT",
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  tokenizer="microsoft/BioGPT",
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+ max_new_tokens=50, # Very small for testing
 
 
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  device_map="auto",
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+ torch_dtype=torch.float16
 
 
 
 
 
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  )
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  # Wrap it in LangChain