---
base_model:
- VAGOsolutions/SauerkrautLM-Nemo-12b-Instruct
- anthracite-org/magnum-v2.5-12b-kto
- unsloth/Mistral-Nemo-Base-2407
- Undi95/LocalC-12B-e2.0
- 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 della_linear merge method using [unsloth/Mistral-Nemo-Base-2407](https://huggingface.co/unsloth/Mistral-Nemo-Base-2407) 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)
* [anthracite-org/magnum-v2.5-12b-kto](https://huggingface.co/anthracite-org/magnum-v2.5-12b-kto)
* [Undi95/LocalC-12B-e2.0](https://huggingface.co/Undi95/LocalC-12B-e2.0)
* [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
    parameters:
      weight: 1.0
      density: 0.5
  - model: Undi95/LocalC-12B-e2.0
    parameters:
      weight: 1.0
      lambda: 0.8
  - model: NeverSleep/Lumimaid-v0.2-12B
    parameters:
      weight: 1.0
      density: 0.4
  - model: VAGOsolutions/SauerkrautLM-Nemo-12b-Instruct
    parameters:
      weight: 1.0
merge_method: della_linear
base_model: unsloth/Mistral-Nemo-Base-2407
parameters:
  density: 0.6
  lambda: 1.0
  epsilon: 0.08
  normalize: true
  int8_mask: true
dtype: bfloat16
tokenizer_source: union
```