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@@ -85,8 +85,8 @@ valuable for pre-training of medical LLMS.
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  #### Initial Data Collection and Normalization
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  Langchain's RecursiveCharacterTextSplitter is used for chunking and the most commonly-appearing non-ASCII characters
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- are replaced with readable equivalents. The textbooks are then broken into separate subsets, indicated below along with
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- the textbooks they comprise:
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  - Core Clinical Medicine (_*core_clinical*_)
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  - Anatomy_Gray.txt, First_Aid_Step1.txt, First_Aid_Step2.txt, Immunology_Janeway.txt, InternalMed_Harrison.txt, Neurology_Adams.txt, Obstentrics_Williams.txt, Pathoma_Husain.txt, Pediatrics_Nelson.txt, and Surgery_Schwartz.txt
 
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  #### Initial Data Collection and Normalization
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  Langchain's RecursiveCharacterTextSplitter is used for chunking and the most commonly-appearing non-ASCII characters
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+ are replaced with readable equivalents. Chunks comprising less than 90% ASCII characters were excluded. The textbooks
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+ were then broken into separate subsets, indicated below along with the textbook source(s) they comprise:
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  - Core Clinical Medicine (_*core_clinical*_)
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  - Anatomy_Gray.txt, First_Aid_Step1.txt, First_Aid_Step2.txt, Immunology_Janeway.txt, InternalMed_Harrison.txt, Neurology_Adams.txt, Obstentrics_Williams.txt, Pathoma_Husain.txt, Pediatrics_Nelson.txt, and Surgery_Schwartz.txt