Update README.md

README.md

@@ -8,17 +8,7 @@ license: apache-2.0
 
 ### Model Description
 
-This model was made by merging models based on Mistral with the SLERP merge method.
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-Advantages of SLERP vs averaging weights(common) are as follows:
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-- Spherical Linear Interpolation (SLERP) - Traditionally, model merging often resorts to weight averaging which, although straightforward, might not always capture the intricate features of the models being merged. The SLERP technique addresses this limitation, producing a blended model with characteristics smoothly interpolated from both parent models, ensuring the resultant model captures the essence of both its parents.
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-- Smooth Transitions - SLERP ensures smoother transitions between model parameters. This is especially significant when interpolating between high-dimensional vectors.
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-- Better Preservation of Characteristics - Unlike weight averaging, which might dilute distinct features, SLERP preserves the curvature and characteristics of both models in high-dimensional spaces.
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-- Nuanced Blending - SLERP takes into account the geometric and rotational properties of the models in the vector space, resulting in a blend that is more reflective of both parent models' characteristics.
+Dare-ties merge method.
 
 List of all models and merging path is coming soon.