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---
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
```
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