Update README.md

README.md

@@ -11,14 +11,14 @@ license: llama3.3
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 # about
 
-The Teaz series is my third attempt at making merges, this time on L3.x 70b, after the L3.2 3b Kostume and Kermes series.
+The Teaz series is my third attempt at making merges, this time on L3.x 70b, after the L3.2 3b Costume and Kermes series.
 
-This time, the goal was to make a smart model with a low perplexity, in accordance to the principles of the Kermes series, but with a merge of 3 merged models like on the kostume series.
+This time, the goal was to make a smart model with a low perplexity, in accordance to the principles of the Kermes series, but with a merge of 3 merged models like on the Costume series.
 
 Huihui's abliterated models were used:
 - Llama 3.3 70b as the pivot of the first/main model.
-- Nemotron 3.1 70b and Deepseek R1 Distill 70b as the pillars.
-- and Tulu 3 70b as the backer of the 2nd and 3rd models.
+- Nemotron 3.1 70b and Deepseek R1 Distill 70b as the pillars of the main model, and the interlaced pivots/pillar of the 2nd and 3rd models.
+- and Tulu 3 70b as a second pillar of the 2nd and 3rd models.
 
 Bingo again. I hit 3.45 ppl512 wikieng, 62+ or ARC-C, and 82+ on ARC-E. Absolute top of the class for L3.x 70b, like Kermes is for L3 3.2 3b.
 
@@ -26,6 +26,15 @@ No cheating, no contaminating, just the wonderful MergeKit model-stock merge tec
 
 Next projects will involve that model as the "smarts pillar" of further merges, aimed at any use case.
 
+Edit : the mothodology I use is actually partly rediscovered hot water.
+
+- Mixing (finetuned) base and (finetuned) instructs,
+- and using 3 models (a base, 2 sidekicks),
+
+have been described as optimal for Merge-Stock by some enthusiasts already.
+
+The new thing is to leverage this into a tree of merges with interlaced combinations. That's the natural developpement of the 2 aforementioned "rules".
+
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 # further developpements