Update README.md

README.md

@@ -48,7 +48,7 @@ Even if you are not using my models, you may find this document useful for any m
 
 If you are currently using model(s) that are difficult to "wrangle" then apply "Class 3" or "Class 4" settings to them.
 
-This document will be updated over time too.
+This document will be updated over time too and is subject to change without notice.
 
 Please use the "community tab" for suggestions / edits / improvements.
 
@@ -614,7 +614,7 @@ You may therefore want to experiment to with dropping the settings (SLOWLY) for
 
 <B>DRY:</B>
 
-Dry affects repetition (and repeat "penalty") at the word, phrase, sentence and even paragraph level. Read about "DRY" above, in the "Additional Links" links section above. 
+Dry ("Don't Repeat Yourself") affects repetition (and repeat "penalty") at the word, phrase, sentence and even paragraph level. Read about "DRY" above, in the "Additional Links" links section above. 
 
 Class 3:
 
@@ -630,12 +630,16 @@ dry_multiplier: .8 to 1.12+
 
 dry_allowed_length: 2 (or less)
 
-dry_base: 1.15 to 1.5
+dry_base: 1.15 to 1.75+
+
+Dial the "dry_muliplier" up or down to "reign in" or "release the madness" so to speak from the core model.
+
+For Class 4 models this is used to control some of the model's bad habit(s).
 
 
 <B>QUADRATIC SAMPLING:</B>
 
-This sampler alters the "score" of ALL TOKENS at the time of generation. See "Additional Links" links section above for more information.
+This sampler alters the "score" of ALL TOKENS at the time of generation and as a result affects the entire generation of the model. See "Additional Links" links section above for more information.
 
 Class 3:
 
@@ -649,6 +653,11 @@ smoothing_factor: 3 to 5 (or higher)
 
 smoothing_curve: 1.5 to 2.
 
+Dial the "smoothing factor" up or down to "reign in" or "release the madness" so to speak. 
+
+In Class 3 models, this has the effect of modifying the prose closer to "normal" with as much or little (or a lot!) touch of "madness" from the root model.
+
+In Class 4 models, this has the effect of modifying the prose closer to "normal" with as much or little (or a lot!) touch of "madness" from the root model AND wrangling in some of the core model's bad habits.
 
 <B>ANTI-SLOP - Kolbaldcpp only</B>