45 lines
1.6 KiB
Markdown
45 lines
1.6 KiB
Markdown
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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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