# merged
![intro](332f1afc-d0b6-47f8-8a1c-b4bdccea94b4.png "Intro")
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 SLERP merge method.

### Models Merged

The following models were included in the merge:
* [SanjiWatsuki/Sonya-7B](https://huggingface.co/SanjiWatsuki/Sonya-7B)
* [EmbeddedLLM/Mistral-7B-Merge-14-v0.1](https://huggingface.co/EmbeddedLLM/Mistral-7B-Merge-14-v0.1)
* [SanjiWatsuki/Kunoichi-7B](https://huggingface.co/SanjiWatsuki/Kunoichi-7B)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
base_model: EmbeddedLLM/Mistral-7B-Merge-14-v0.1
dtype: bfloat16
merge_method: slerp
parameters:
  t:
  - filter: self_attn
    value: [0.0, 0.5, 0.3, 0.7, 1.0]
  - filter: mlp
    value: [1.0, 0.5, 0.7, 0.3, 0.0]
  - value: 0.5
slices:
- sources:
  - layer_range: [0, 32]
    model: SanjiWatsuki/Sonya-7B
  - layer_range: [0, 32]
    model: SanjiWatsuki/Kunoichi-7B
```
{"language": ["en"], "license": "openrail", "library_name": "transformers", "tags": ["mergekit", "merge"], "base_model": ["SanjiWatsuki/Sonya-7B", "EmbeddedLLM/Mistral-7B-Merge-14-v0.1", "SanjiWatsuki/Kunoichi-7B"], "pipeline_tag": "text-generation"}
transformers safetensors mistral text-generation mergekit merge conversational en base_model:SanjiWatsuki/Sonya-7B base_model:EmbeddedLLM/Mistral-7B-Merge-14-v0.1 base_model:SanjiWatsuki/Kunoichi-7B license:openrail autotrain_compatible endpoints_compatible text-generation-inference region:us