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--- |
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license: apache-2.0 |
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language: |
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- en |
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- zh |
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base_model: |
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- Qwen/Qwen2.5-14B-Instruct |
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- Qwen/Qwen2.5-14B-Instruct-1M |
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- arcee-ai/Virtuoso-Small-v2 |
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- deepcogito/cogito-v1-preview-qwen-14B |
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- deepseek-ai/DeepSeek-R1-Distill-Qwen-14B |
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pipeline_tag: text-generation |
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tags: |
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- merge |
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--- |
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> *We have used the Karcher merging method to average five of the most representative Qwen2.5 14B derivative models, in commemoration of the efforts made by the open-source community for the Qwen2.5 14B model.* |
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# *Merge Method* |
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*This model was merged using the [Karcher Mean](https://github.com/arcee-ai/mergekit/blob/main/docs/merge_methods.md#karcher-mean-karcher) merge method.* |
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# *Models Merged* |
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*The following models were included in the merge:* |
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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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* [arcee-ai/Virtuoso-Small-v2](https://huggingface.co/arcee-ai/Virtuoso-Small-v2) |
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* [deepcogito/cogito-v1-preview-qwen-14B](https://huggingface.co/deepcogito/cogito-v1-preview-qwen-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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# *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: Qwen/Qwen2.5-14B-Instruct |
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- model: Qwen/Qwen2.5-14B-Instruct-1M |
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- model: arcee-ai/Virtuoso-Small-v2 |
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- model: deepcogito/cogito-v1-preview-qwen-14B |
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- model: deepseek-ai/DeepSeek-R1-Distill-Qwen-14B |
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merge_method: karcher |
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parameters: |
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max_iter: 1000 |
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dtype: bfloat16 |
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tokenizer_source: base |
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``` |
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