---
base_model:
- nbeerbower/Lyra4-Gutenberg-12B
- MarinaraSpaghetti/NemoMix-Unleashed-12B
- anthracite-org/magnum-v4-12b
- 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 della_linear merge method using [TheDrummer/Rocinante-12B-v1.1](https://huggingface.co/TheDrummer/Rocinante-12B-v1.1) as a base.

### Models Merged

The following models were included in the merge:
* [nbeerbower/Lyra4-Gutenberg-12B](https://huggingface.co/nbeerbower/Lyra4-Gutenberg-12B)
* [MarinaraSpaghetti/NemoMix-Unleashed-12B](https://huggingface.co/MarinaraSpaghetti/NemoMix-Unleashed-12B)
* [anthracite-org/magnum-v4-12b](https://huggingface.co/anthracite-org/magnum-v4-12b)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
base_model: TheDrummer/Rocinante-12B-v1.1
dtype: bfloat16
merge_method: della_linear
parameters:
  epsilon: 0.05
  int8_mask: 1.0
  lambda: 0.8
slices:
- sources:
  - layer_range: [0, 40]
    model: anthracite-org/magnum-v4-12b
    parameters:
      density: 0.7
      weight: 0.25
  - layer_range: [0, 40]
    model: nbeerbower/Lyra4-Gutenberg-12B
    parameters:
      density: 0.6
      weight: 0.2
  - layer_range: [0, 40]
    model: MarinaraSpaghetti/NemoMix-Unleashed-12B
    parameters:
      density: 0.4
      weight: 0.15
  - layer_range: [0, 40]
    model: TheDrummer/Rocinante-12B-v1.1
    parameters:
      density: 0.5
      weight: 0.4

```