---
base_model:
- Nexusflow/Starling-LM-7B-beta
- mistralai/Mistral-7B-Instruct-v0.2
library_name: transformers
tags:
- mergekit
- merge

---
# merged

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:
* [Nexusflow/Starling-LM-7B-beta](https://huggingface.co/Nexusflow/Starling-LM-7B-beta)
* [mistralai/Mistral-7B-Instruct-v0.2](https://huggingface.co/mistralai/Mistral-7B-Instruct-v0.2)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
base_model:
  model:
    path: mistralai/Mistral-7B-Instruct-v0.2
dtype: float16
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, 30]
    model:
      model:
        path: mistralai/Mistral-7B-Instruct-v0.2
  - layer_range: [0, 30]
    model:
      model:
        path: Nexusflow/Starling-LM-7B-beta
```