---
base_model:
- Vikhrmodels/Vikhr-Nemo-12B-Instruct-R-21-09-24
- IlyaGusev/vikhr_nemo_orpo_dostoevsky_12b
- IlyaGusev/saiga_nemo_12b
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 della_linear merge method using [Vikhrmodels/Vikhr-Nemo-12B-Instruct-R-21-09-24](https://huggingface.co/Vikhrmodels/Vikhr-Nemo-12B-Instruct-R-21-09-24) as a base.

### Models Merged

The following models were included in the merge:
* [IlyaGusev/vikhr_nemo_orpo_dostoevsky_12b](https://huggingface.co/IlyaGusev/vikhr_nemo_orpo_dostoevsky_12b)
* [IlyaGusev/saiga_nemo_12b](https://huggingface.co/IlyaGusev/saiga_nemo_12b)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
models:
  - model: Vikhrmodels/Vikhr-Nemo-12B-Instruct-R-21-09-24
    parameters:
      weight: 0.55
      density: 0.4
  - model: IlyaGusev/saiga_nemo_12b
    parameters:
      weight: 0.35
      density: 0.4
  - model: IlyaGusev/vikhr_nemo_orpo_dostoevsky_12b
    parameters:
      weight: 0.25
      density: 0.4
merge_method: della_linear
base_model: Vikhrmodels/Vikhr-Nemo-12B-Instruct-R-21-09-24
parameters:
  epsilon: 0.05
  lambda: 1
dtype: float16
tokenizer_source: base
```