---
base_model:
- Delta-Vector/Rei-12B
- IlyaGusev/saiga_nemo_12b
- redrix/patricide-12B-Unslop-Mell
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 [DARE TIES](https://arxiv.org/abs/2311.03099) merge method using [Delta-Vector/Rei-12B](https://huggingface.co/Delta-Vector/Rei-12B) as a base.

### Models Merged

The following models were included in the merge:
* [IlyaGusev/saiga_nemo_12b](https://huggingface.co/IlyaGusev/saiga_nemo_12b)
* [redrix/patricide-12B-Unslop-Mell](https://huggingface.co/redrix/patricide-12B-Unslop-Mell)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
models:
  - model: Delta-Vector/Rei-12B
    parameters:
      weight: 1
      density: 0.85
  - model: redrix/patricide-12B-Unslop-Mell
    parameters:
      weight: 0.72
      density: 0.89
  - model: IlyaGusev/saiga_nemo_12b
    parameters:
      weight: 0.18
      density: 0.71
merge_method: dare_ties
base_model: Delta-Vector/Rei-12B
parameters:
  density: 0.9
  epsilon: 0.05
  lambda: 1.1
dtype: bfloat16
```