---
base_model:
- Nexusflow/Starling-LM-7B-beta
- openchat/openchat-3.5-1210
- openchat/openchat-3.5-0106
- mistral-community/Mistral-7B-v0.2
- berkeley-nest/Starling-LM-7B-alpha
library_name: transformers
tags:
- mergekit
- merge

---
# 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 [mistral-community/Mistral-7B-v0.2](https://huggingface.co/mistral-community/Mistral-7B-v0.2) as a base.

### Models Merged

The following models were included in the merge:
* [Nexusflow/Starling-LM-7B-beta](https://huggingface.co/Nexusflow/Starling-LM-7B-beta)
* [openchat/openchat-3.5-1210](https://huggingface.co/openchat/openchat-3.5-1210)
* [openchat/openchat-3.5-0106](https://huggingface.co/openchat/openchat-3.5-0106)
* [berkeley-nest/Starling-LM-7B-alpha](https://huggingface.co/berkeley-nest/Starling-LM-7B-alpha)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
models:
    - model: Nexusflow/Starling-LM-7B-beta
    - model: openchat/openchat-3.5-0106
    - model: openchat/openchat-3.5-1210
    - model: berkeley-nest/Starling-LM-7B-alpha
merge_method: model_stock
base_model: mistral-community/Mistral-7B-v0.2
dtype: bfloat16
```