Update README.md

README.md

@@ -15,9 +15,31 @@ This method is applied across all compressions from IQ1 to Q8.
 Even IQ1_S - the most compressed verison - works well, however IQ4/Q4 are suggested as minumums for quality.
 Highest quality will be Q6/Q8.
 
+How big a difference is this merge?
+
+Orginal Tiefighter IQ1_S (with imatrix enhancements) tested at a perplexity of: 
+PPL = 17.2589 +/- 0.12466*
+
+Tiefighter Orca 2 IQ1_S (with imatrix enhancements) tested at a perplexity of: 
+PPL = 12.6985 +/- 0.09106*
+
+Note that LOWER perplexity is better.
+
+* Tested using llamacpp, perplexity.exe with wiki.raw. 
+
+In addition the Imatrix file used to "fix" the compressed files post compression resulted in 
+over 2 whole points lower perplexity at IQ1_S vs some of the other "Imatrix" files currently in use.
+
+Orginal Tiefighter IQ1_S (with imatrix enhancements) tested with a different "Imatrix" repair file at a perplexity of: 
+PPL = 19.6355 +/- 0.14435
+
+Likewise the merge itself affected perplexity too.
+
 This merge was an experiment to test already established Roleplay, Fiction and Story 
 generation of "Tiefighter" with a some of "Orca 2"'s qualities.
 
+Additional merge experiements are in progress.
+
 For Imatrix plus this was a test of high precision in specific areas of the model leading to a slightly larger compressed file.
 In addition the Imatrix process itself used a larger "calibration" file than standard to further enhance quality.