---
base_model:
- Qwen/Qwen2.5-3B
- bunnycore/Qwen2.5-3B-RP-Mix
- bunnycore/Qwen2.5-3B-MiniMix
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](https://huggingface.co/Qwen/Qwen2.5-3B) 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)
* [bunnycore/Qwen2.5-3B-MiniMix](https://huggingface.co/bunnycore/Qwen2.5-3B-MiniMix)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
models:
  - model: bunnycore/Qwen2.5-3B-MiniMix
    parameters:
      density: 0.5
      weight: 0.5
  - model: bunnycore/Qwen2.5-3B-RP-Mix
    parameters:
      density: 0.5
      weight: 0.5

merge_method: ties
base_model: Qwen/Qwen2.5-3B
parameters:
  normalize: false
  int8_mask: true
dtype: float16

```