---
base_model:
- grimjim/MagnaRei-v2-12B
- grimjim/Magnolia-v3-12B
- inflatebot/MN-12B-Mag-Mell-R1
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 [grimjim/Magnolia-v3-12B](https://huggingface.co/grimjim/Magnolia-v3-12B) as a base.

### Models Merged

The following models were included in the merge:
* [grimjim/MagnaRei-v2-12B](https://huggingface.co/grimjim/MagnaRei-v2-12B)
* [inflatebot/MN-12B-Mag-Mell-R1](https://huggingface.co/inflatebot/MN-12B-Mag-Mell-R1)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
models:
  - model: inflatebot/MN-12B-Mag-Mell-R1
  - model: grimjim/MagnaRei-v2-12B
merge_method: model_stock
base_model: grimjim/Magnolia-v3-12B
normalize: false
int8_mask: true
dtype: bfloat16
```