README.md

---
base_model:
- happzy2633/qwen2.5-7b-ins-v3
- bunnycore/Qwen2.5-7B-Matrix
- bunnycore/Qwen2.5-7B-HyperMix
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 [bunnycore/Qwen2.5-7B-HyperMix](https://huggingface.co./bunnycore/Qwen2.5-7B-HyperMix) as a base.

### Models Merged

The following models were included in the merge:
* [happzy2633/qwen2.5-7b-ins-v3](https://huggingface.co./happzy2633/qwen2.5-7b-ins-v3)
* [bunnycore/Qwen2.5-7B-Matrix](https://huggingface.co./bunnycore/Qwen2.5-7B-Matrix)

### Configuration

The following YAML configuration was used to produce this model:

```yaml

slices:
models:
  - model: bunnycore/Qwen2.5-7B-Matrix
    parameters:
      weight: [0.25, 0.35, 0.45, 0.35, 0.25]
      density: [0.1, 0.25, 0.5, 0.25, 0.1]
  - model: bunnycore/Qwen2.5-7B-HyperMix
  - model: happzy2633/qwen2.5-7b-ins-v3
    parameters:
      weight: [0.55, 0.45, 0.35, 0.45, 0.55]
      density: [0.1, 0.25, 0.5, 0.25, 0.1]
merge_method: dare_ties
base_model: bunnycore/Qwen2.5-7B-HyperMix
parameters:
  int8_mask: true
dtype: bfloat16

```