Update README.md

README.md

@@ -22,6 +22,15 @@ Success is a game of winners.
 
 # The Human AI .
 
+
+# Deep Reasoner Model
+
+The base model has been created as a new staarting point : It has been fully primed with various types of chains of thoughts and step by step solutions : enabling for reward training to take place . this model has been trained with various languges ( not intensivly ), enabling for cross languge understanding ; 
+Here we create a valid start point for agent based modelling , As we find that some training actually affects existing knowledge , hence agents become a thing ! or if you prefr, distillations ....
+These agents can be medical , technical , roleplayers etc . 
+
+
+
 # SpydazWeb AI (7b Mistral) (512k)
 
 This model has been trained to perform with contexts of 512k , although in training it has been trained mainly with the 2048 for general usage : the long context aspect also allows fro advanced projects and sumarys as well as image and audio translationns and generations:
@@ -45,10 +54,3 @@ Turing's test evaluates AI by its ability to mimic human behavior convincingly,
 Russell and Norvig advocate for AI that acts rationally to achieve the best outcomes, integrating reasoning and adaptability to environments.
 
 
-# BASE MODEL - REASONER
-
-The base model has been created as a new staarting point : It has been fully primed with various types of chains of thoughts and step by step solutions : enabling for reward training to take place . this model has been trained with various languges ( not intensivly ), enabling for cross languge understanding ; 
-Here we create a valid start point for agent based modelling , As we find that some training actually affects existing knowledge , hence agents become a thing ! or if you prefr, distillations ....
-These agents can be medical , technical , roleplayers etc . 
-
-