Update README.md

README.md

@@ -38,39 +38,22 @@ Naberius-7B is a Mistral-class spherical linear interpolated merge of three high
 These models were hand picked after careful review of claims, datasets, and user postings.  
 The core elements that dictated which models to accept hinged on these values:  
 logic, imagination, and aversion to censorship such as: railroading/gaslighting users instead of accomodating users.  
-# Our Implementation of Spherical Linear Interpolation for LLM merging:
-Visit our Project Git here: https://github.com/Digitous/LLM-SLERP-Merge
-
+## Our implementation of Spherical Linear Interpolation used for this project:
+Visit our Project Git here: https://github.com/Digitous/LLM-SLERP-Merge  
+Spherical Linear Interpolation merging produces more coherently smooth merges than standard weight-merge, also known as LERP (Linear) interpolation.  
 
 ## What Makes Naberius Special?
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-By combining zephyr-7b-sft-beta and OpenHermes-2-Mistral-7B, then adding dolphin-2.2.1-mistral-7b to the result using a minimally destructive merge technique, preserves a large amount of behavior of all three models in a cohesive fashion.
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-Naberius can: Do coherent roleplay far and beyond any 7B parameter model ever before, as well as follow instructions exceptionally well, especially for a 7B model and as a bonus for being lightweight, incredible inference speed.
-Naberius has shown some signs of spacial awareness and does adapt to nuance in conversation. All around a pliable, imaginative, and logic oriented 7B that punches upwards to what feels like a 30B or more at times.
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+By combining zephyr-7b-sft-beta and OpenHermes-2-Mistral-7B, then adding dolphin-2.2.1-mistral-7b to the result using a minimally destructive merge technique, preserves a large amount of behavior of all three models in a cohesive fashion.  
+Naberius can: Do coherent roleplay far and beyond any 7B parameter model ever before, as well as follow instructions exceptionally well, especially for a 7B model and as a bonus for being lightweight, incredible inference speed. Naberius has shown some signs of spacial awareness and does adapt to nuance in conversation. All around a pliable, imaginative, and logic oriented 7B that punches upwards to what feels like a 30B or more at times.  
 Naberius can't: walk your dog, do your homework, clean your dishes, tell you to turn off the computer and go to bed on time.
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 # Ensemble Credits:
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 All models merged to create are LLaMAv2-7B Mistral-7B Series.
 
 
-zephyr-7b-sft-beta
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-OpenHermes-2-Mistral-7B
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-dolphin-2.2.1-mistral-7b
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-Thanks to Mistral AI for the amazing Mistral LM - and also thanks to Meta for LLaMAv2.
+zephyr-7b-sft-beta  
+OpenHermes-2-Mistral-7B  
+dolphin-2.2.1-mistral-7b  
 
+Thanks to Mistral AI for the amazing Mistral LM - and also thanks to Meta for LLaMAv2.  
 Thanks to each and every one of you for your incredible work developing some of the best things
 to come out of this community.