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@@ -40,7 +40,7 @@ It is intended for **creative writing**, **roleplay**, **period-appropriate corr
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  ## Notes
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  Violet is not the first LLM trained on a historical-only pretraining corpus; to the author’s knowledge that distinction belongs to **TimeCapsuleLLM**. Violet was developed independently, and differs in:
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- - Different (but somewhat overlapping) pretraining corupus and a different range of dates -- Violet focuses specifically on 1800-1899
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  - A custom Victorian tokenizer
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  Violet was built on a corpus spanning 1800–1899 sourced from Project Gutenberg, the Internet Archive, the British National Library, and other archives.
 
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  ## Notes
42
  Violet is not the first LLM trained on a historical-only pretraining corpus; to the author’s knowledge that distinction belongs to **TimeCapsuleLLM**. Violet was developed independently, and differs in:
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+ - Different (but somewhat overlapping) pretraining corpus and a different range of dates -- Violet focuses specifically on 1800-1899
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  - A custom Victorian tokenizer
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  Violet was built on a corpus spanning 1800–1899 sourced from Project Gutenberg, the Internet Archive, the British National Library, and other archives.