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README.md

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 # Pantheon-RP-1.6-12b-Nemo-KTO
-Welcome to the next iteration of my Pantheon model series, in which I strive to introduce a whole collection of personas that can be summoned with a simple activation phrase. The huge variety in personalities introduced also serve to enhance the general roleplay experience.
+Welcome to the next iteration of my Pantheon model series, in which I strive to introduce a whole collection of diverse personas that can be summoned with a simple activation phrase. The huge variety in personalities introduced also serve to enhance the general roleplay experience, helping to encompass personality traits and accents that language models might otherwise find difficult to convey well.
 
 **KTO Edition:** This is an improved version of 1.6 in which I applied KTO preference training to further refine, deslopify and diversify the model's responses. Moving forward, future versions will have this type of additional training by default but for now the two 1.6 versions will live side by side.