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@@ -54,4 +54,21 @@ You are given the following text. Please provide a summary in 5-10 key points, d
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  ### Original Text:
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  {}
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- ### Key Points Summary (in bullet points):
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ### Original Text:
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  {}
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+ ### Key Points Summary (in bullet points):
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+ # Model Loading Instructions
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+ To load this model, use the following code snippet:
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+ ```python
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+ from peft import AutoPeftModelForCausalLM
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+ from transformers import AutoTokenizer
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+
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+ # Replace "lora_model" with your actual model name
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+ model = AutoPeftModelForCausalLM.from_pretrained(
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+ "saishshinde15/Summmary_Model_Llama-3.2-1B-Instruct", # YOUR MODEL YOU USED FOR TRAINING
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+ load_in_4bit=True, # Adjust as needed
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+ )
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+ tokenizer = AutoTokenizer.from_pretrained("saishshinde15/Summmary_Model_Llama-3.2-1B-Instruct")