Update README.md

README.md

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 ![image/png](https://cdn-uploads.huggingface.co/production/uploads/626dfb8786671a29c715f8a9/V_DYIcPMJ5_ijanQW_ap2.png)
 
-Aura v3 is an improvement with a significantly more steerable writing style. Out of th box it will prefer poetic prose, but if instructed, it can adopt a more approachable style. This iteration has erotica, RP data and NSFW pairs to provide a more compliant mindset.
+Aura v3 is an improvement with a significantly more steerable writing style. Out of the box it will prefer poetic prose, but if instructed, it can adopt a more approachable style. This iteration has erotica, RP data and NSFW pairs to provide a more compliant mindset.
 
 I recommend keeping the temperature around 1.5 or lower with a Min P value of 0.05. This model can get carried away with prose at higher temperature. I will say though that the prose of this model is distinct from the GPT 3.5/4 variant, and lends an air of humanity to the outputs. I am aware that this model is overfit, but that was the point of the entire exercise.