---
license: apache-2.0 # Or other appropriate license
language: en
tags:
- merge
- mergekit
- ties
- 12b
- text-generation
- etherealaurora
- mn-mag-mell
- nemomix
- roleplay
- chat
pipeline_tag: text-generation
library_name: transformers
base_model:
  - yamatazen/EtherealAurora-12B-v2
  - inflatebot/MN-12B-Mag-Mell-R1
  - MarinaraSpaghetti/NemoMix-Unleashed-12B
---

# TomoDG/EtherealAurora-MN-Nemo-12B

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 [TIES](https://arxiv.org/abs/2306.01708) merge method using yamatazen/EtherealAurora-12B-v2 as a base.

### Models Merged

The following models were included in the merge:
* MarinaraSpaghetti/NemoMix-Unleashed-12B
* inflatebot/MN-12B-Mag-Mell-R1

### Configuration

The following YAML configuration was used to produce this model:

```yaml
# mergekit_config.yaml
models:
  - model: yamatazen/EtherealAurora-12B-v2 # 50%
  - model: inflatebot/MN-12B-Mag-Mell-R1 # 25%
  - model: MarinaraSpaghetti/NemoMix-Unleashed-12B # 25%
merge_method: ties
base_model: yamatazen/EtherealAurora-12B-v2
parameters:
  density: 0.53 
  sign_and_magnitude: true
  normalize: true
  weight: 
    - 0.50
    - 0.25
    - 0.25
dtype: bfloat16 
```