---
base_model:
- mergekit-community/MN-Sappho-g3-12B
- mergekit-community/MN-Sappho-n2-12B
- mergekit-community/MN-Sappho-n3-12B
- mistralai/Mistral-Nemo-Instruct-2407
- mergekit-community/MN-Sappho-n-12B
- mergekit-community/MN-Sappho-j-12B
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 [mistralai/Mistral-Nemo-Instruct-2407](https://huggingface.co/mistralai/Mistral-Nemo-Instruct-2407) as a base.

### Models Merged

The following models were included in the merge:
* [mergekit-community/MN-Sappho-g3-12B](https://huggingface.co/mergekit-community/MN-Sappho-g3-12B)
* [mergekit-community/MN-Sappho-n2-12B](https://huggingface.co/mergekit-community/MN-Sappho-n2-12B)
* [mergekit-community/MN-Sappho-n3-12B](https://huggingface.co/mergekit-community/MN-Sappho-n3-12B)
* [mergekit-community/MN-Sappho-n-12B](https://huggingface.co/mergekit-community/MN-Sappho-n-12B)
* [mergekit-community/MN-Sappho-j-12B](https://huggingface.co/mergekit-community/MN-Sappho-j-12B)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
dtype: float32
out_dtype: bfloat16
merge_method: model_stock
base_model: mistralai/Mistral-Nemo-Instruct-2407
models:
  - model: mergekit-community/MN-Sappho-g3-12B
    parameters:
      weight: 0.5
  - model: mergekit-community/MN-Sappho-j-12B
    parameters:
      weight: 0.5
  - model: mergekit-community/MN-Sappho-n-12B
  - model: mergekit-community/MN-Sappho-n2-12B
  - model: mergekit-community/MN-Sappho-n3-12B
```