---
base_model:
- nbeerbower/mistral-nemo-bophades-12B
- anthracite-org/magnum-v4-12b
- MarinaraSpaghetti/NemoMix-Unleashed-12B
- TheDrummer/Rocinante-12B-v1.1
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 [TIES](https://arxiv.org/abs/2306.01708) merge method using [nbeerbower/mistral-nemo-bophades-12B](https://huggingface.co/nbeerbower/mistral-nemo-bophades-12B) as a base.

### Models Merged

The following models were included in the merge:
* [anthracite-org/magnum-v4-12b](https://huggingface.co/anthracite-org/magnum-v4-12b)
* [MarinaraSpaghetti/NemoMix-Unleashed-12B](https://huggingface.co/MarinaraSpaghetti/NemoMix-Unleashed-12B)
* [TheDrummer/Rocinante-12B-v1.1](https://huggingface.co/TheDrummer/Rocinante-12B-v1.1)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
models:
  - model: anthracite-org/magnum-v4-12b
    parameters:
      density: 0.82
      weight: 0.4
  - model: MarinaraSpaghetti/NemoMix-Unleashed-12B
    parameters:
      density: 0.69
      weight: 0.25
  - model: TheDrummer/Rocinante-12B-v1.1
    parameters:
      density: 0.69
      weight: 0.35
merge_method: ties
base_model: nbeerbower/mistral-nemo-bophades-12B
parameters:
  normalize: true
  int8_mask: true
dtype: bfloat16
```