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  <!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. -->
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  ```python
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-
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- from huggingface_hub import login
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  from transformers import BitsAndBytesConfig, AutoModelForCausalLM, AutoTokenizer
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  import torch
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  from peft import PeftModel, PeftConfig
 
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  <!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. -->
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  ```python
 
 
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  from transformers import BitsAndBytesConfig, AutoModelForCausalLM, AutoTokenizer
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  import torch
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  from peft import PeftModel, PeftConfig