---
base_model:
- anthracite-org/magnum-v2.5-12b-kto
- VAGOsolutions/SauerkrautLM-Nemo-12b-Instruct
- NeverSleep/Lumimaid-v0.2-12B
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 [DARE](https://arxiv.org/abs/2311.03099) [TIES](https://arxiv.org/abs/2306.01708) merge method using [anthracite-org/magnum-v2.5-12b-kto](https://huggingface.co/anthracite-org/magnum-v2.5-12b-kto) as a base.

### Models Merged

The following models were included in the merge:
* [VAGOsolutions/SauerkrautLM-Nemo-12b-Instruct](https://huggingface.co/VAGOsolutions/SauerkrautLM-Nemo-12b-Instruct)
* [NeverSleep/Lumimaid-v0.2-12B](https://huggingface.co/NeverSleep/Lumimaid-v0.2-12B)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
models:
  - model: anthracite-org/magnum-v2.5-12b-kto
    #no parameters necessary for base model
  - model: VAGOsolutions/SauerkrautLM-Nemo-12b-Instruct
    parameters:
      density: 0.5
      weight: 0.5
  - model: NeverSleep/Lumimaid-v0.2-12B
    parameters:
      density: 0.5
      weight: 0.5

merge_method: dare_ties
base_model: anthracite-org/magnum-v2.5-12b-kto
parameters:
  normalize: false
  int8_mask: true
dtype: float16
```