---
base_model:
- shisa-ai/shisa-v2-mistral-nemo-12b
- inflatebot/MN-12B-Mag-Mell-R1
- yamatazen/Himeyuri-Magnum-12B
- Elizezen/Himeyuri-v0.1-12B
library_name: transformers
tags:
- mergekit
- merge
- chatml
language:
- en
- ja
---
![image/png](https://huggingface.co/yamatazen/Twilight-SCE-12B/resolve/main/Twilight-SCE-12B.png?download=true)
This is a Mistral model with ChatML tokens added to the tokenizer.
# 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 [SCE](https://arxiv.org/abs/2408.07990) merge method using [shisa-ai/shisa-v2-mistral-nemo-12b](https://huggingface.co/shisa-ai/shisa-v2-mistral-nemo-12b) as a base.

### Models Merged

The following models were included in the merge:
* [inflatebot/MN-12B-Mag-Mell-R1](https://huggingface.co/inflatebot/MN-12B-Mag-Mell-R1)
* [yamatazen/Himeyuri-Magnum-12B](https://huggingface.co/yamatazen/Himeyuri-Magnum-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: shisa-ai/shisa-v2-mistral-nemo-12b
models:
  - model: Elizezen/Himeyuri-v0.1-12B
    parameters:
      weight: 1.0
  - model: yamatazen/Himeyuri-Magnum-12B
    parameters:
      weight: 0.6
  - model: inflatebot/MN-12B-Mag-Mell-R1
    parameters:
      weight: 0.3
merge_method: sce
dtype: bfloat16
parameters:
  normalize: true
  select_topk: 0.5
tokenizer:
  source: union
```