---
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