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@@ -9,6 +9,8 @@ This is an exmaple of character substitution watermarking in a language model. A
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  This is as a LORA finetuning of https://huggingface.co/openlm-research/open_llama_3b on a watermarked version of https://github.com/tloen/alpaca-lora/blob/main/alpaca_data_cleaned_archive.json. for 2 epochs and 800 total steps.
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  @software{openlm2023openllama,
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  author = {Geng, Xinyang and Liu, Hao},
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  title = {OpenLLaMA: An Open Reproduction of LLaMA},
 
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  This is as a LORA finetuning of https://huggingface.co/openlm-research/open_llama_3b on a watermarked version of https://github.com/tloen/alpaca-lora/blob/main/alpaca_data_cleaned_archive.json. for 2 epochs and 800 total steps.
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+ The script I wrote to modify datasets by substituting characters between two user-defined strings has been included. (cswm.py "character substitution watermarking")
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  @software{openlm2023openllama,
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  author = {Geng, Xinyang and Liu, Hao},
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  title = {OpenLLaMA: An Open Reproduction of LLaMA},