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Ayla-Light-12B-v3

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Ayla-Light-12B-v3
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---
base_model:
- yamatazen/Ayla-Light-12B-v2
- TheDrummer/UnslopNemo-12B-v4.1
- Lambent/Gilded-Arsenic-12B
- Elizezen/Himeyuri-v0.1-12B
library_name: transformers
tags:
- mergekit
- merge

---
![image/png](https://huggingface.co/yamatazen/Ayla-Light-12B-v3/resolve/main/cover.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-v2](https://huggingface.co/yamatazen/Ayla-Light-12B-v2) as a base.

### Models Merged

The following models were included in the merge:
* [TheDrummer/UnslopNemo-12B-v4.1](https://huggingface.co/TheDrummer/UnslopNemo-12B-v4.1)
* [Lambent/Gilded-Arsenic-12B](https://huggingface.co/Lambent/Gilded-Arsenic-12B)
* [Elizezen/Himeyuri-v0.1-12B](https://huggingface.co/Elizezen/Himeyuri-v0.1-12B)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
base_model: yamatazen/Ayla-Light-12B-v2
models:
  - model: Lambent/Gilded-Arsenic-12B
  - model: TheDrummer/UnslopNemo-12B-v4.1
  - model: Elizezen/Himeyuri-v0.1-12B
merge_method: model_stock
dtype: bfloat16
parameters:
  normalize: true
```