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---
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base_model:
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- SicariusSicariiStuff/Impish_QWEN_14B-1M
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- deepseek-ai/DeepSeek-R1-Distill-Qwen-14B
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- Qwen/Qwen2.5-14B-Instruct-1M
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- Zhihu-ai/Zhi-writing-dsr1-14b
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- huihui-ai/Qwen2.5-14B-Instruct-1M-abliterated
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- huihui-ai/Qwen2.5-14B-Instruct-abliterated-v2
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- Qwen/Qwen2.5-14B-Instruct
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- mergekit-community/Qwen2.5-14B-della-code
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- tanliboy/lambda-qwen2.5-14b-dpo-test
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library_name: transformers
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tags:
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- mergekit
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- merge
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license: apache-2.0
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language:
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- zho
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- eng
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- fra
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- spa
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- por
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- deu
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- ita
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- rus
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- jpn
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- kor
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- vie
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- tha
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- ara
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pipeline_tag: text-generation
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---
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*From the preliminary test results, the effect is really excellent!!!*
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This is definitely a very promising method for model merging!
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The current optimal formula ratio is: instruction: reasoning: code = 6:2:1
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# merge
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This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit).
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## Merge Details
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### Merge Method
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This model was merged using the [Karcher Mean](https://en.wikipedia.org/wiki/Karcher_mean) merge method using [Qwen/Qwen2.5-14B-Instruct](https://huggingface.co/Qwen/Qwen2.5-14B-Instruct) as a base.
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### Models Merged
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The following models were included in the merge:
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**instruction:**(6)
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* [Qwen/Qwen2.5-14B-Instruct](https://huggingface.co/Qwen/Qwen2.5-14B-Instruct)
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* [Qwen/Qwen2.5-14B-Instruct-1M](https://huggingface.co/Qwen/Qwen2.5-14B-Instruct-1M)
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* [huihui-ai/Qwen2.5-14B-Instruct-1M-abliterated](https://huggingface.co/huihui-ai/Qwen2.5-14B-Instruct-1M-abliterated)
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* [huihui-ai/Qwen2.5-14B-Instruct-abliterated-v2](https://huggingface.co/huihui-ai/Qwen2.5-14B-Instruct-abliterated-v2)
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* [SicariusSicariiStuff/Impish_QWEN_14B-1M](https://huggingface.co/SicariusSicariiStuff/Impish_QWEN_14B-1M)
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* [tanliboy/lambda-qwen2.5-14b-dpo-test](https://huggingface.co/tanliboy/lambda-qwen2.5-14b-dpo-test)
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**reasoning:**(2)
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* [Zhihu-ai/Zhi-writing-dsr1-14b](https://huggingface.co/Zhihu-ai/Zhi-writing-dsr1-14b)
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* [deepseek-ai/DeepSeek-R1-Distill-Qwen-14B](https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Qwen-14B)
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**code:**(1)
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* [mergekit-community/Qwen2.5-14B-della-code](https://huggingface.co/mergekit-community/Qwen2.5-14B-della-code)
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### Configuration
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The following YAML configuration was used to produce this model:
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```yaml
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models:
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- model: mergekit-community/Qwen2.5-14B-della-code
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- model: Zhihu-ai/Zhi-writing-dsr1-14b
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- model: deepseek-ai/DeepSeek-R1-Distill-Qwen-14B
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- model: huihui-ai/Qwen2.5-14B-Instruct-1M-abliterated
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- model: huihui-ai/Qwen2.5-14B-Instruct-abliterated-v2
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- model: Qwen/Qwen2.5-14B-Instruct-1M
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- model: SicariusSicariiStuff/Impish_QWEN_14B-1M
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- model: tanliboy/lambda-qwen2.5-14b-dpo-test
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- model: Qwen/Qwen2.5-14B-Instruct
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merge_method: karcher
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base_model: Qwen/Qwen2.5-14B-Instruct
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parameters:
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max_iter: 1000
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normalize: true
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int8_mask: true
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tokenizer_source: base
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dtype: float16
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``` |
