---
base_model:
- NousResearch/Nous-Hermes-2-SOLAR-10.7B
- mergekit-community/mergekit-slerp-ebgdloh
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 SLERP merge method.

### Models Merged

The following models were included in the merge:
* [NousResearch/Nous-Hermes-2-SOLAR-10.7B](https://huggingface.co/NousResearch/Nous-Hermes-2-SOLAR-10.7B)
* [mergekit-community/mergekit-slerp-ebgdloh](https://huggingface.co/mergekit-community/mergekit-slerp-ebgdloh)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
slices:
  - sources:
      - model: NousResearch/Nous-Hermes-2-SOLAR-10.7B
        layer_range: [0, 20]
      - model: mergekit-community/mergekit-slerp-ebgdloh
        layer_range: [12, 32]
merge_method: slerp
base_model: mergekit-community/mergekit-slerp-ebgdloh
parameters:
  t:
    - filter: self_attn
      value: [0, 0.5, 0.3, 0.7, 1]
    - filter: mlp
      value: [1, 0.5, 0.7, 0.3, 0]
    - value: 0.5
dtype: bfloat16
```