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README.md

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 # Llama3.1 8b GGUF format models which can be runned on the MacOS or devices.
 
-## This repo focuses on the available and excellent tiny LLMs which can be easily runned for chatting PDFs on MacOS, balancing the LLM's effect and inference speed.
+This repo focuses on the available and excellent tiny LLMs which can be easily runned for chatting PDFs on MacOS, balancing the LLM's effect and inference speed.
 
 If you are a Mac user, you can download the beautiful ChatPDFLocal MacOS app from [here](www.chatpdflocal.com), load one or batch PDF files at will, and quickly experience the effect of the model through chat reading.