---
base_model:
- mergekit-community/MN-Sappho-g2-12B
- mergekit-community/MN-Sappho-e-12B
- mergekit-community/MN-Sappho-j-12B
- mergekit-community/MN-Sappho-k-12B
- jtatman/mistral_nemo_12b_reasoning_psychology_lora
- mistralai/Mistral-Nemo-Instruct-2407
- XeroCodes/aurora-12b
- Khetterman/AbominationScience-12B-v4
- LatitudeGames/Wayfarer-12B
- jtatman/mistral_nemo_12b_reasoning_psychology_lora
- mistralai/Mistral-Nemo-Base-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 [Khetterman/AbominationScience-12B-v4](https://huggingface.co/Khetterman/AbominationScience-12B-v4) as a base.

### Models Merged

The following models were included in the merge:
* [mergekit-community/MN-Sappho-g2-12B](https://huggingface.co/mergekit-community/MN-Sappho-g2-12B)
* [mergekit-community/MN-Sappho-e-12B](https://huggingface.co/mergekit-community/MN-Sappho-e-12B)
* [mergekit-community/MN-Sappho-j-12B](https://huggingface.co/mergekit-community/MN-Sappho-j-12B)
* [mergekit-community/MN-Sappho-k-12B](https://huggingface.co/mergekit-community/MN-Sappho-k-12B) + [jtatman/mistral_nemo_12b_reasoning_psychology_lora](https://huggingface.co/jtatman/mistral_nemo_12b_reasoning_psychology_lora)
* [mistralai/Mistral-Nemo-Instruct-2407](https://huggingface.co/mistralai/Mistral-Nemo-Instruct-2407) + [XeroCodes/aurora-12b](https://huggingface.co/XeroCodes/aurora-12b)
* [LatitudeGames/Wayfarer-12B](https://huggingface.co/LatitudeGames/Wayfarer-12B) + [jtatman/mistral_nemo_12b_reasoning_psychology_lora](https://huggingface.co/jtatman/mistral_nemo_12b_reasoning_psychology_lora)
* [mistralai/Mistral-Nemo-Base-2407](https://huggingface.co/mistralai/Mistral-Nemo-Base-2407)

### 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: mergekit-community/MN-Sappho-k-12B+jtatman/mistral_nemo_12b_reasoning_psychology_lora
    parameters:
      weight: 0.5
  - model: mergekit-community/MN-Sappho-j-12B
    parameters:
      weight: 1.3
  - model: mergekit-community/MN-Sappho-g2-12B
    parameters:
      weight: 1.3
  - model: mergekit-community/MN-Sappho-e-12B
  - model: LatitudeGames/Wayfarer-12B+jtatman/mistral_nemo_12b_reasoning_psychology_lora
  - model: mistralai/Mistral-Nemo-Instruct-2407+XeroCodes/aurora-12b
  - model: mistralai/Mistral-Nemo-Base-2407
    parameters:
      weight: 1.1
```