---
base_model:
- Qwen/Qwen2.5-3B-Instruct
- PowerInfer/SmallThinker-3B-Preview
- prithivMLmods/QwQ-LCoT-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:
* [PowerInfer/SmallThinker-3B-Preview](https://huggingface.co./PowerInfer/SmallThinker-3B-Preview)
* [prithivMLmods/QwQ-LCoT-3B-Instruct](https://huggingface.co./prithivMLmods/QwQ-LCoT-3B-Instruct)

### 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  # CoT 2 - Detailed & Nuanced
    parameters:
      weight: 0.4
      density: 0.7
  - model: prithivMLmods/QwQ-LCoT-3B-Instruct  # CoT 3 - Structured & Focused
    parameters:
      weight: 0.6
      density: 0.8
```