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  ![image/jpeg](https://cdn-uploads.huggingface.co/production/uploads/642cc1c253e76b4c2286c58e/LlbswwXZQoIQziTNEMSMk.jpeg)
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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 comprimise 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 I clearly very usefull for merging ai models that were fine-tuned from a common base:
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  ```
 
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  ![image/jpeg](https://cdn-uploads.huggingface.co/production/uploads/642cc1c253e76b4c2286c58e/LlbswwXZQoIQziTNEMSMk.jpeg)
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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 I clearly very usefull for merging ai models that were fine-tuned from a common base:
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  ```