---
base_model:
- mergekit-community/mergekit-slerp-rayqjvs
- mergekit-community/mergekit-model_stock-bmrxcxa
- mergekit-community/mergekit-model_stock-maaydzi
- mergekit-community/mergekit-slerp-mirtnuv
- mergekit-community/mergekit-della_linear-byjvyzy
- mergekit-community/mergekit-dare_ties-aexbnbf
- mergekit-community/mergekit-slerp-lupllmg
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 [Model Stock](https://arxiv.org/abs/2403.19522) merge method using [mergekit-community/mergekit-model_stock-maaydzi](https://huggingface.co/mergekit-community/mergekit-model_stock-maaydzi) as a base.

### Models Merged

The following models were included in the merge:
* [mergekit-community/mergekit-slerp-rayqjvs](https://huggingface.co/mergekit-community/mergekit-slerp-rayqjvs)
* [mergekit-community/mergekit-model_stock-bmrxcxa](https://huggingface.co/mergekit-community/mergekit-model_stock-bmrxcxa)
* [mergekit-community/mergekit-slerp-mirtnuv](https://huggingface.co/mergekit-community/mergekit-slerp-mirtnuv)
* [mergekit-community/mergekit-della_linear-byjvyzy](https://huggingface.co/mergekit-community/mergekit-della_linear-byjvyzy)
* [mergekit-community/mergekit-dare_ties-aexbnbf](https://huggingface.co/mergekit-community/mergekit-dare_ties-aexbnbf)
* [mergekit-community/mergekit-slerp-lupllmg](https://huggingface.co/mergekit-community/mergekit-slerp-lupllmg)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
dtype: float32
out_dtype: bfloat16
merge_method: model_stock
base_model: mergekit-community/mergekit-model_stock-maaydzi
models:
  - model: mergekit-community/mergekit-model_stock-maaydzi
  - model: mergekit-community/mergekit-model_stock-bmrxcxa
  - model: mergekit-community/mergekit-slerp-mirtnuv
  - model: mergekit-community/mergekit-slerp-lupllmg
  - model: mergekit-community/mergekit-slerp-rayqjvs
  - model: mergekit-community/mergekit-della_linear-byjvyzy
    parameters:
      density: 0.2
      weight: 0.2
  - model: mergekit-community/mergekit-dare_ties-aexbnbf
    parameters:
      density: 0.05
      weight: 0.05
parameters:
  normalize: true
```