---
base_model:
- anthracite-org/magnum-v2.5-12b-kto
- TheDrummer/Rocinante-12B-v1.1
- MarinaraSpaghetti/NemoMix-Unleashed-12B
- elinas/Chronos-Gold-12B-1.0
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:
* [anthracite-org/magnum-v2.5-12b-kto](https://huggingface.co/anthracite-org/magnum-v2.5-12b-kto)
* [MarinaraSpaghetti/NemoMix-Unleashed-12B](https://huggingface.co/MarinaraSpaghetti/NemoMix-Unleashed-12B)
* [elinas/Chronos-Gold-12B-1.0](https://huggingface.co/elinas/Chronos-Gold-12B-1.0)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
models:
  - model: MarinaraSpaghetti/NemoMix-Unleashed-12B
    parameters:
      weight: 0.25
      density: 0.84
  - model: elinas/Chronos-Gold-12B-1.0
    parameters:
      weight: 0.4
      density: 0.88
  - model: anthracite-org/magnum-v2.5-12b-kto
    parameters:
      weight: 0.6
      density: 0.9
merge_method: della_linear
base_model: TheDrummer/Rocinante-12B-v1.1
parameters:
  int8_mask: true
  epsilon: 0.07
  lambda: 1
dtype: bfloat16
```