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---
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
```
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