README.md

---
base_model:
- yamatazen/Ayla-Light-12B-Stock
- yamatazen/Aurora-SCE-12B
- yamatazen/EtherealLight-12B
- yamatazen/Aurora-SCE-12B-v2
library_name: transformers
tags:
- mergekit
- merge
- chatml
language:
- en
- ja
---
![image/png](https://huggingface.co/yamatazen/EtherealAurora-12B/resolve/main/EtherealAurora-12B.png?download=true)
This is a ChatML model.
# 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/Aurora-SCE-12B](https://huggingface.co/yamatazen/Aurora-SCE-12B) as a base.

### Models Merged

The following models were included in the merge:
* [yamatazen/Ayla-Light-12B-Stock](https://huggingface.co/yamatazen/Ayla-Light-12B-Stock)
* [yamatazen/EtherealLight-12B](https://huggingface.co/yamatazen/EtherealLight-12B)
* [yamatazen/Aurora-SCE-12B-v2](https://huggingface.co/yamatazen/Aurora-SCE-12B-v2)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
base_model: yamatazen/Aurora-SCE-12B
models:
  - model: yamatazen/Aurora-SCE-12B-v2
  - model: yamatazen/Ayla-Light-12B-Stock
  - model: yamatazen/EtherealLight-12B
merge_method: model_stock
dtype: bfloat16
parameters:
  normalize: true
```