---
base_model:
- bunnycore/Qwen2.5-3B-RP-Mix
- Spestly/Athena-1-3B
- Qwen/Qwen2.5-3B-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 [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:
* [bunnycore/Qwen2.5-3B-RP-Mix](https://huggingface.co/bunnycore/Qwen2.5-3B-RP-Mix)
* [Spestly/Athena-1-3B](https://huggingface.co/Spestly/Athena-1-3B)
* [PowerInfer/SmallThinker-3B-Preview](https://huggingface.co/PowerInfer/SmallThinker-3B-Preview)

### Configuration

The following YAML configuration was used to produce this model:

```yaml

models:
  - model: PowerInfer/SmallThinker-3B-Preview
    parameters:
      density: [1, 0.7, 0.1] # density gradient
      weight: 1.0
  - model: bunnycore/Qwen2.5-3B-RP-Mix
    parameters:
      density: 0.5
      weight: [0, 0.3, 0.7, 1] # weight gradient
  - model: Spestly/Athena-1-3B
    parameters:
      density: 0.33
      weight:
        - filter: mlp
          value: 0.5
        - value: 0
merge_method: ties
base_model: Qwen/Qwen2.5-3B-Instruct
parameters:
  normalize: true
  int8_mask: true
dtype: float16


```