---
base_model:
- anthracite-org/magnum-v2.5-12b-kto
- Sao10K/MN-12B-Lyra-v4a1-Old
- flammenai/Mahou-1.5-mistral-nemo-12B
- mistralai/Mistral-Nemo-Instruct-2407
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:
* [anthracite-org/magnum-v2.5-12b-kto](https://huggingface.co/anthracite-org/magnum-v2.5-12b-kto)
* [Sao10K/MN-12B-Lyra-v4a1-Old](https://huggingface.co/Sao10K/MN-12B-Lyra-v4a1-Old)
* [flammenai/Mahou-1.5-mistral-nemo-12B](https://huggingface.co/flammenai/Mahou-1.5-mistral-nemo-12B)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
models:
  - model: anthracite-org/magnum-v2.5-12b-kto
  - model: Sao10K/MN-12B-Lyra-v4a1-Old
  - model: flammenai/Mahou-1.5-mistral-nemo-12B
merge_method: model_stock
base_model: mistralai/Mistral-Nemo-Instruct-2407
parameters:
  normalize: true
dtype: bfloat16
```