Update README.md

README.md

@@ -60,6 +60,22 @@ These multi-step passes increase the changes in the model at many levels.
 
 Context: 128k.
 
+<B>Horror / NEO Imatrix</B>
+
+"HORROR IMATRIX"
+
+A strong, in house built, imatrix dataset built by David_AU which results in better overall function, 
+instruction following, output quality and stronger connections to ideas, concepts and the world in general.
+
+The "Horror Imatrix" was built using Grand Horror 16B (at my repo). This adds a "tint" of horror to the model.
+
+"NEO IMATRIX"
+
+This is a hand built imatrix dataset designed after testing multiple imatrix datasets and studing which ones worked and why.
+This imatrix dataset improves overall model function.
+
+Both datasets were extensively tested with different formats and/or edits to maximize performance.
+
 <B>"How To Test"</b>
 
 I suggest you download all 9 or 10 if you want a reference copy ("m1").
@@ -77,8 +93,6 @@ This will give you reference tests of all models to determine which one(s) are b
 
 Longer generation will show greater differences between all models.
 
-Shorter generations will show smaller differences.
-
 <B>"Model Breakdown"</B>
 
 - M1 : Reference model, no imatrix/no modifications.
@@ -93,7 +107,7 @@ Shorter generations will show smaller differences.
 - M10: 3 Steps : M4 + Neo Imatrix Small.
 
 Each model will generate slightly different fiction, horror, and creative content. Think of each model
-as having a slightly different "mindset" with "horror imatrix" adding degrees of horror/darkiness.
+as having a slightly different "mindset" with "horror imatrix" adding degrees of horror/darkness.
 
 Another way: Each model is a slightly different author. Style, details, word choice will vary.