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@@ -10,6 +10,8 @@ DeepMagic-Coder-7b
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  This is an extremely successful merge of the deepseek-coder-6.7b-instruct and Magicoder-S-DS-6.7B models, bringing an uplift in overall coding performance without any compromise to the models integrity (at least with limited testing).
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  This is the first of my models to use the merge-kits *task_arithmetic* merging method. The method is detailed bellow, and its clearly very usefull for merging ai models that were fine-tuned from a common base:
 
 
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  ```
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  Computes "task vectors" for each model by subtracting a base model.
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  Merges the task vectors linearly and adds back the base.
 
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  This is an extremely successful merge of the deepseek-coder-6.7b-instruct and Magicoder-S-DS-6.7B models, bringing an uplift in overall coding performance without any compromise to the models integrity (at least with limited testing).
11
 
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  This is the first of my models to use the merge-kits *task_arithmetic* merging method. The method is detailed bellow, and its clearly very usefull for merging ai models that were fine-tuned from a common base:
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+
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+ Task Arithmetic
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  ```
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  Computes "task vectors" for each model by subtracting a base model.
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  Merges the task vectors linearly and adds back the base.