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Update README.md

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- # This is a demo to rely on LoRA to finetune llama-2-chat in a Tesla T4 to only use Emoji to answer questions in 15 mins.
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  ## Try yourself
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  ```python
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  # !pip install -q bitsandbytes
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  # !pip install -q peft
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  answer("What can I surprise my parents?")
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  answer("What can I surprise my friends?")
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  ```
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-
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- Expected answer
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- ```
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- What can I surprise my wife?πŸŽπŸ’•
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-
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- What can I surprise my kids?πŸŽ‰πŸ‘§οΏ½
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- What can I surprise my parents?🎁πŸ‘ͺ
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-
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- What can I surprise my friends?πŸŽ‰πŸ€
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- ```
 
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+ # LoRA + llama-2-chat + Tesla T4 15 mins = Emoji ChatBot
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  ## Try yourself
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+ ### Expected answers
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+
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+ ```
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+ What can I surprise my wife?πŸŽπŸ’•
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+ What can I surprise my kids?πŸŽ‰πŸ‘§οΏ½
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+
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+ What can I surprise my parents?🎁πŸ‘ͺ
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+ What can I surprise my friends?πŸŽ‰πŸ€
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+ ```
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+
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+ ### Code to reproduce
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  ```python
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  # !pip install -q bitsandbytes
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  # !pip install -q peft
 
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  answer("What can I surprise my parents?")
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  answer("What can I surprise my friends?")
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  ```