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  ## “Epochs are the key to effective training, rather than merely mass dumping examples—unless those examples are interconnected within a single or multiple conversations that teach through dialogue.”
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- # Xtra Allignment -
 
 
 
 
 
 
 
 
 
 
 
 
 
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  With these extra allignments , after the merges the model will find its feet again and plateau ...
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  This model will be tested / bechmarked by leader board soon !
 
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  ## “Epochs are the key to effective training, rather than merely mass dumping examples—unless those examples are interconnected within a single or multiple conversations that teach through dialogue.”
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+ # Xtra Allignment - All Models in the series will be merged to a single model ! : After they are benchmarked !
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+ Pease be patient as i am waiting to be able to post this series on the leader board ! I think i cracked the missing elements in the scoring :
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+ These models are merge alligned , with the past best models : this may also mean that i cannpt pass my own personal best ! ...
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+ The models have been massivly trained on many facets and i do not like to merge them but with the leaderboard model comparer i can see where the mistakes or low areas of the model are and refocus on these tasks
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+ the task only need to be generalized and aligned after merging ... to keep the model focused !
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+ After this benching process i will return and re insert the main prompt for the model , as it gives the model a more Detatild response and flexablity to generate personality, which may not be prudent for testing !
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+ hence the prompt removal !
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+ This is the current latest model !
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  With these extra allignments , after the merges the model will find its feet again and plateau ...
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  This model will be tested / bechmarked by leader board soon !