---
base_model:
- Qwen/Qwen2.5-3B-Instruct
- bunnycore/Qwen-2.5-3b-Rp-lora_model
- bunnycore/Qwen-2.5-3b-Evol-CoT
- bunnycore/Qwen-2.5-3b-Rp-lora_model
- Qwen/Qwen2.5-3B
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:
* [Qwen/Qwen2.5-3B-Instruct](https://huggingface.co/Qwen/Qwen2.5-3B-Instruct) + [bunnycore/Qwen-2.5-3b-Rp-lora_model](https://huggingface.co/bunnycore/Qwen-2.5-3b-Rp-lora_model)
* [bunnycore/Qwen-2.5-3b-Evol-CoT](https://huggingface.co/bunnycore/Qwen-2.5-3b-Evol-CoT) + [bunnycore/Qwen-2.5-3b-Rp-lora_model](https://huggingface.co/bunnycore/Qwen-2.5-3b-Rp-lora_model)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
models:
  - model: Qwen/Qwen2.5-3B-Instruct+bunnycore/Qwen-2.5-3b-Rp-lora_model
    parameters:
      density: 0.5
      weight: 0.5
  - model: bunnycore/Qwen-2.5-3b-Evol-CoT+bunnycore/Qwen-2.5-3b-Rp-lora_model
    parameters:
      density: 0.5
      weight: 0.5

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