---
base_model:
- Khetterman/AbominationScience-12B-v4
- LatitudeGames/Wayfarer-12B
- mistralai/Mistral-Nemo-Instruct-2407
- mergekit-community/MN-Sappho-b-12B
- mistralai/Mistral-Nemo-Base-2407
- inflatebot/MN-12B-Mag-Mell-R1
- mergekit-community/MN-Sappho-a-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 [Khetterman/AbominationScience-12B-v4](https://huggingface.co/Khetterman/AbominationScience-12B-v4) as a base.

### Models Merged

The following models were included in the merge:
* [LatitudeGames/Wayfarer-12B](https://huggingface.co/LatitudeGames/Wayfarer-12B)
* [mistralai/Mistral-Nemo-Instruct-2407](https://huggingface.co/mistralai/Mistral-Nemo-Instruct-2407)
* [mergekit-community/MN-Sappho-b-12B](https://huggingface.co/mergekit-community/MN-Sappho-b-12B)
* [mistralai/Mistral-Nemo-Base-2407](https://huggingface.co/mistralai/Mistral-Nemo-Base-2407)
* [inflatebot/MN-12B-Mag-Mell-R1](https://huggingface.co/inflatebot/MN-12B-Mag-Mell-R1)
* [mergekit-community/MN-Sappho-a-12B](https://huggingface.co/mergekit-community/MN-Sappho-a-12B)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
dtype: float32
out_dtype: bfloat16
merge_method: model_stock
base_model: Khetterman/AbominationScience-12B-v4
models:
  - model: Khetterman/AbominationScience-12B-v4
    parameters:
      weight: 1
  - model: LatitudeGames/Wayfarer-12B
    parameters:
      weight: 1
  - model: inflatebot/MN-12B-Mag-Mell-R1
    parameters:
      weight: 1
  - model: mergekit-community/MN-Sappho-b-12B
    parameters:
      weight: 1
  - model: mergekit-community/MN-Sappho-a-12B
    parameters:
      weight: 0.8
  - model: mistralai/Mistral-Nemo-Instruct-2407
    parameters:
      weight: 0.8
  - model: mistralai/Mistral-Nemo-Base-2407
    parameters:
      weight: 0.6
parameters:
  normalize: true

```