| | --- |
| | base_model: |
| | - Qwen/Qwen2.5-3B-Instruct |
| | - prithivMLmods/QwQ-LCoT-3B-Instruct |
| | - PowerInfer/SmallThinker-3B-Preview |
| | 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: .2 |
| | density: .45 |
| | - model: prithivMLmods/QwQ-LCoT-3B-Instruct |
| | parameters: |
| | weight: .8 |
| | density: .85 |
| | ``` |
| |
|
| | 16b |
