| base_model: | |
| - prithivMLmods/QwQ-LCoT-3B-Instruct | |
| - PowerInfer/SmallThinker-3B-Preview | |
| - Qwen/Qwen2.5-3B-Instruct | |
| 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/Qwen2.5-3B-Instruct](https://huggingface.co/Qwen/Qwen2.5-3B-Instruct) as a base. | |
| ### Models Merged | |
| The following models were included in the merge: | |
| * [prithivMLmods/QwQ-LCoT-3B-Instruct](https://huggingface.co/prithivMLmods/QwQ-LCoT-3B-Instruct) | |
| * [PowerInfer/SmallThinker-3B-Preview](https://huggingface.co/PowerInfer/SmallThinker-3B-Preview) | |
| ### Configuration | |
| The following YAML configuration was used to produce this model: | |
| ```yaml | |
| merge_method: dare_ties | |
| dtype: bfloat16 | |
| normalize: true | |
| base_model: Qwen/Qwen2.5-3B-Instruct | |
| models: | |
| - model: PowerInfer/SmallThinker-3B-Preview | |
| parameters: | |
| weight: .6 | |
| density: .45 | |
| - model: prithivMLmods/QwQ-LCoT-3B-Instruct | |
| parameters: | |
| weight: .4 | |
| density: .85 | |
| ``` | |