---
base_model:
- TheDrummer/Rocinante-12B-v1
- anthracite-org/magnum-12b-v2.5-kto
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 [anthracite-org/magnum-12b-v2.5-kto](https://huggingface.co/anthracite-org/magnum-12b-v2.5-kto) as a base.

### Models Merged

The following models were included in the merge:
* [TheDrummer/Rocinante-12B-v1](https://huggingface.co/TheDrummer/Rocinante-12B-v1)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
models:
    - model: anthracite-org/magnum-12b-v2.5-kto
      parameters:
        density: 0.6
        weight: 0.5
    - model: TheDrummer/Rocinante-12B-v1
      parameters:
        density: 0.4
        weight: 0.5

merge_method: ties
base_model: anthracite-org/magnum-12b-v2.5-kto
parameters:
    normalize: true
    int8_mask: true
dtype: bfloat16

```