---
base_model:
- MarinaraSpaghetti/NemoMix-Unleashed-12B
- IlyaGusev/saiga_nemo_12b
- TheDrummer/Rocinante-12B-v1.1
- Vikhrmodels/Vikhr-Nemo-12B-Instruct-R-21-09-24
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 [Linear DELLA](https://arxiv.org/abs/2406.11617) merge method using [IlyaGusev/saiga_nemo_12b](https://huggingface.co/IlyaGusev/saiga_nemo_12b) as a base.

### Models Merged

The following models were included in the merge:
* [MarinaraSpaghetti/NemoMix-Unleashed-12B](https://huggingface.co/MarinaraSpaghetti/NemoMix-Unleashed-12B)
* [TheDrummer/Rocinante-12B-v1.1](https://huggingface.co/TheDrummer/Rocinante-12B-v1.1)
* [Vikhrmodels/Vikhr-Nemo-12B-Instruct-R-21-09-24](https://huggingface.co/Vikhrmodels/Vikhr-Nemo-12B-Instruct-R-21-09-24)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
models:
  - model: IlyaGusev/saiga_nemo_12b
    parameters:
      weight: 0.5  # Основной акцент на русском языке
      density: 0.4
  - model: MarinaraSpaghetti/NemoMix-Unleashed-12B
    parameters:
      weight: 0.2  # РП модель, чуть меньший вес из-за ориентации на английский
      density: 0.4
  - model: TheDrummer/Rocinante-12B-v1.1
    parameters:
      weight: 0.2  # Увеличенный вес для усиления РП аспектов
      density: 0.5  # Повышенная плотность для более сильного влияния
  - model: Vikhrmodels/Vikhr-Nemo-12B-Instruct-R-21-09-24
    parameters:
      weight: 0.25  # Русскоязычная поддержка и баланс
      density: 0.4

merge_method: della_linear
base_model: IlyaGusev/saiga_nemo_12b
parameters:
  epsilon: 0.05
  lambda: 1
dtype: float16
tokenizer_source: base

```