Update README.md

README.md

@@ -42,13 +42,13 @@ Yes... but multipled by each merge(s), and compression(s): 20 billion times.
 <B>The result:</b>
 
 At Q2K an impressive drop of 533 points in perplexity. (lower is better)
-(VS: Q2K orginal base model: PPL = 9.8077 +/- 0.06821 )
+(VS: Q2K original base model: PPL = 9.8077 +/- 0.06821 )
 
 At Q4KM a whopping drop of 976 points in perplexity.
-(VS: Q4km orginal base model -> PPL = 8.7858 +/- 0.06074)
+(VS: Q4km original base model -> PPL = 8.7858 +/- 0.06074)
 
 At Q6 an awesome drop of 234 points in perplexity. 
-(VS: Q6 orginal base model -> PPL = 8.6070 +/- 0.05907 )
+(VS: Q6 original base model -> PPL = 8.6070 +/- 0.05907 )
 
 To put this in perspective "Q6" now operates ABOVE the orginal full precision version of "Psyonic-Cetacean-20b" 
 and Q4KM operates at close to Q6 level quality.
@@ -64,7 +64,7 @@ The mountain moved:
 
 <B>THE RESULTS ARE IN: </b>
 
-AS per Jeb Carter, orginal creator of the model:
+AS per Jeb Carter, original creator of the model:
 
     - instruction following has improved dramatically.
     - new abilities have emerged.
@@ -104,8 +104,8 @@ Imatrix Plus repo (with the same floating 32 enhancement at "reg quant plus") th
 Imatrix Depo is here: [ https://huggingface.co/DavidAU/Psyonic-Cetacean-Ultra-Quality-20b-GGUF-imatrix ]
 
 Details of all methods (and pitfalls to avoid) employed to make this high precision remasters will be 
-posted shortly along with comparsions of orginal model and new ultra remaster.
+posted shortly along with comparision of original model and new ultra remaster.
 
-Thanks again to Jeb Carter, the orginal creator of "Psyonic-Cetacean 20B"
+Thanks again to Jeb Carter, the original creator of "Psyonic-Cetacean 20B"
 
 [ https://huggingface.co/jebcarter/psyonic-cetacean-20B ]