---
base_model:
- CultriX/Qwen2.5-14B-Wernickev3
- CultriX/SeQwence-14B-EvolMerge
- CultriX/Qwen2.5-14B-Unity
- CultriX/SeQwence-14Bv1
- CultriX/Qwen2.5-14B-Emergedv3
- sometimesanotion/Qwen2.5-14B-Vimarckoso
- allknowingroger/QwenSlerp6-14B
- qingy2019/Qwen2.5-Math-14B-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 [CultriX/SeQwence-14Bv1](https://huggingface.co/CultriX/SeQwence-14Bv1) as a base.

### Models Merged

The following models were included in the merge:
* [CultriX/Qwen2.5-14B-Wernickev3](https://huggingface.co/CultriX/Qwen2.5-14B-Wernickev3)
* [CultriX/SeQwence-14B-EvolMerge](https://huggingface.co/CultriX/SeQwence-14B-EvolMerge)
* [CultriX/Qwen2.5-14B-Unity](https://huggingface.co/CultriX/Qwen2.5-14B-Unity)
* [CultriX/Qwen2.5-14B-Emergedv3](https://huggingface.co/CultriX/Qwen2.5-14B-Emergedv3)
* [sometimesanotion/Qwen2.5-14B-Vimarckoso](https://huggingface.co/sometimesanotion/Qwen2.5-14B-Vimarckoso)
* [allknowingroger/QwenSlerp6-14B](https://huggingface.co/allknowingroger/QwenSlerp6-14B)
* [qingy2019/Qwen2.5-Math-14B-Instruct](https://huggingface.co/qingy2019/Qwen2.5-Math-14B-Instruct)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
models:
  - model: CultriX/SeQwence-14Bv1
    parameters:
      weight: 0.18
      density: 0.6
  - model: CultriX/Qwen2.5-14B-Wernickev3
    parameters:
      weight: 0.18
      density: 0.6
  - model: allknowingroger/QwenSlerp6-14B
    parameters:
      weight: 0.18
      density: 0.6
  - model: CultriX/Qwen2.5-14B-Unity
    parameters:
      weight: 0.12
      density: 0.55
  - model: qingy2019/Qwen2.5-Math-14B-Instruct
    parameters:
      weight: 0.1
      density: 0.55
  - model: sometimesanotion/Qwen2.5-14B-Vimarckoso
    parameters:
      weight: 0.1
      density: 0.55
  - model: CultriX/Qwen2.5-14B-Emergedv3
    parameters:
      weight: 0.1
      density: 0.55
  - model: CultriX/SeQwence-14B-EvolMerge
    parameters:
      weight: 0.1
      density: 0.55
merge_method: dare_ties
base_model: CultriX/SeQwence-14Bv1
parameters:
  normalize: true
  int8_mask: true
dtype: bfloat16
adaptive_merge_parameters:
  task_weights:
    IFEval: 1.6
    BBH: 1.8
    MATH: 1.6
    GPQA: 1.7
    MUSR: 1.7
    MMLU-PRO: 1.6
  smoothing_factor: 0.23
gradient_clipping: 0.85

```