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  This is an experimental version of LimaRP for Llama2, using a somewhat updated dataset (1800 training samples)
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  and a 2-pass training procedure. The first pass includes unsupervised tuning on 2800 stories within
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- 4k tokens length and the second pass is LimaRP with slight changes.
 
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  For more details about LimaRP, see the model page for the [previously released version](https://huggingface.co/lemonilia/limarp-llama2-v2).
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  Most details written there apply for this version as well.
 
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  This is an experimental version of LimaRP for Llama2, using a somewhat updated dataset (1800 training samples)
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  and a 2-pass training procedure. The first pass includes unsupervised tuning on 2800 stories within
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+ 4k tokens length and the second pass is LimaRP with changes which introduce direct and effective
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+ control on bot response length.
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  For more details about LimaRP, see the model page for the [previously released version](https://huggingface.co/lemonilia/limarp-llama2-v2).
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  Most details written there apply for this version as well.