---
base_model:
- Sao10K/MN-BackyardAI-Party-12B-v1
- Gryphe/Pantheon-RP-1.6.1-12b-Nemo
- intervitens/mini-magnum-12b-v1.1
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 [DARE](https://arxiv.org/abs/2311.03099) [TIES](https://arxiv.org/abs/2306.01708) merge method using [Sao10K/MN-BackyardAI-Party-12B-v1](https://huggingface.co/Sao10K/MN-BackyardAI-Party-12B-v1) as a base.

### Models Merged

The following models were included in the merge:
* [Gryphe/Pantheon-RP-1.6.1-12b-Nemo](https://huggingface.co/Gryphe/Pantheon-RP-1.6.1-12b-Nemo)
* [intervitens/mini-magnum-12b-v1.1](https://huggingface.co/intervitens/mini-magnum-12b-v1.1)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
models:
  - model: Sao10K/MN-BackyardAI-Party-12B-v1
    # no parameters necessary for base model
  - model: intervitens/mini-magnum-12b-v1.1
    parameters:
      weight: 0.3
      density: 0.4
  - model: Gryphe/Pantheon-RP-1.6.1-12b-Nemo
    parameters:
      weight: 0.3
      density: 0.4
  - model: Sao10K/MN-BackyardAI-Party-12B-v1
    parameters:
      weight: 0.4
      density: 0.8
merge_method: dare_ties
base_model: Sao10K/MN-BackyardAI-Party-12B-v1
parameters:
  int8_mask: true
  normalize: true
dtype: bfloat16
```