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README.md

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 ## Overview
 
-CodeNinja is an enhanced version of the renowned model [openchat/openchat-3.5-1210](https://huggingface.co/openchat/openchat-3.5-1210). It represents a breakthrough in coding assistance, having been fine-tuned through Supervised Fine Tuning on two expansive datasets, encompassing over 400,000 coding instructions. Designed to be an indispensable tool for coders, CodeNinja aims to integrate seamlessly into your daily coding routine.
+CodeNinja is an enhanced version of the renowned model [openchat/openchat-3.5-1210](https://huggingface.co/openchat/openchat-3.5-1210). It having been fine-tuned through Supervised Fine Tuning on two expansive datasets, encompassing over 400,000 coding instructions. Designed to be an indispensable tool for coders, CodeNinja aims to integrate seamlessly into your daily coding routine.
 
 Discover the quantized versions at: [beowolx/CodeNinja-1.0-OpenChat-7B-GGUF](https://huggingface.co/beowolx/CodeNinja-1.0-OpenChat-7B-GGUF).
 
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 - **Flexibility and Scalability**: Available in a 7B model size, CodeNinja is adaptable for local runtime environments.
 
-- **Exceptional Performance**: Achieves top-tier results among publicly accessible coding models, particularly notable on benchmarks like HumanEval.
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 - **Advanced Code Completion**: With a substantial context window size of 8192, it supports comprehensive project-level code completion.
 
 ## Prompt Format