| base_model: | |
| - qingy2024/Qwen2.5-Math-14B-Instruct-Preview | |
| - arcee-ai/Virtuoso-Small | |
| - Qwen/Qwen2.5-14B | |
| library_name: transformers | |
| tags: | |
| - mergekit | |
| - merge | |
| # merge | |
| This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit). | |
| ## Merge Details | |
| ### Merge Method | |
| This model was merged using the [DARE](https://arxiv.org/abs/2311.03099) [TIES](https://arxiv.org/abs/2306.01708) merge method using [Qwen/Qwen2.5-14B](https://huggingface.co./Qwen/Qwen2.5-14B) as a base. | |
| ### Models Merged | |
| The following models were included in the merge: | |
| * [qingy2024/Qwen2.5-Math-14B-Instruct-Preview](https://huggingface.co./qingy2024/Qwen2.5-Math-14B-Instruct-Preview) | |
| * [arcee-ai/Virtuoso-Small](https://huggingface.co./arcee-ai/Virtuoso-Small) | |
| ### Configuration | |
| The following YAML configuration was used to produce this model: | |
| ```yaml | |
| models: | |
| - model: qingy2024/Qwen2.5-Math-14B-Instruct-Preview | |
| parameters: | |
| weight: 0.35 | |
| density: 0.6 | |
| - model: arcee-ai/Virtuoso-Small | |
| parameters: | |
| weight: 0.65 | |
| density: 0.8 | |
| base_model: Qwen/Qwen2.5-14B | |
| merge_method: dare_ties | |
| parameters: | |
| normalize: true | |
| int8_mask: true | |
| dtype: bfloat16 | |
| tokenizer_source: Qwen/Qwen2.5-14B-Instruct | |
| ``` | |