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  * Tips:I don't have the capability to conduct benchmark tests, nor can I even use it extensively enough, so my test results might not be entirely accurate.
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- It has better performance than the 72B version in most of my own tests (subjective) including comprehension, reasoning and coherence.
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- **-Thanks**
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- * 1.The tool used to merge this model [mergekit](https://github.com/arcee-ai/mergekit)
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- * 2.Qwen team for the excellent base models.
 
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  * Tips:I don't have the capability to conduct benchmark tests, nor can I even use it extensively enough, so my test results might not be entirely accurate.
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+ It has better performance than the 72B version in most of my own tests (subjective) including comprehension, reasoning and coherence. But the improvement in logic and reasoning doesn't seem as significant as I imagined; Trying other merge recipes might produce more significant effects.