---
base_model:
- intervitens/mini-magnum-12b-v1.1
- yamatazen/Ayla-Light-12B
- NeverSleep/Lumimaid-v0.2-12B
- inflatebot/MN-12B-Mag-Mell-R1
library_name: transformers
tags:
- mergekit
- merge

---
![image/png](https://huggingface.co/yamatazen/Ayla-Light-12B-v2/resolve/main/al2.png?download=true)

# 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 [yamatazen/Ayla-Light-12B](https://huggingface.co/yamatazen/Ayla-Light-12B) as a base.

### Models Merged

The following models were included in the merge:
* [intervitens/mini-magnum-12b-v1.1](https://huggingface.co/intervitens/mini-magnum-12b-v1.1)
* [NeverSleep/Lumimaid-v0.2-12B](https://huggingface.co/NeverSleep/Lumimaid-v0.2-12B)
* [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
base_model: yamatazen/Ayla-Light-12B
models:
  - model: NeverSleep/Lumimaid-v0.2-12B
  - model: inflatebot/MN-12B-Mag-Mell-R1
  - model: intervitens/mini-magnum-12b-v1.1
merge_method: model_stock
dtype: bfloat16
parameters:
  normalize: true
```