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Update README.md

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@@ -51,10 +51,8 @@ Use the code below to get started with the model:
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  import torch
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  from transformers import AutoTokenizer, AutoPeftModelForCausalLM
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- # Set device
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  DEV = torch.device('cuda' if torch.cuda.is_available() else 'cpu')
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- # Set model and tokenizer path
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  adapter_path = "SungJoo/llama2-7b-sft-detox-DPO"
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  # Load model
@@ -65,7 +63,8 @@ model = AutoPeftModelForCausalLM.from_pretrained(
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  # Load tokenizer
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  tokenizer = AutoTokenizer.from_pretrained(adapter_path)
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-
 
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  # Example usage
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  input_text = "Your input text here"
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  inputs = tokenizer(input_text, return_tensors="pt").to(DEV)
 
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  import torch
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  from transformers import AutoTokenizer, AutoPeftModelForCausalLM
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  DEV = torch.device('cuda' if torch.cuda.is_available() else 'cpu')
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  adapter_path = "SungJoo/llama2-7b-sft-detox-DPO"
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  # Load model
 
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  # Load tokenizer
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  tokenizer = AutoTokenizer.from_pretrained(adapter_path)
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+ ```
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+ ```python
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  # Example usage
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  input_text = "Your input text here"
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  inputs = tokenizer(input_text, return_tensors="pt").to(DEV)