---
base_model:
- tssst/nemo-gutenberg-12b-v2
- nbeerbower/mistral-nemo-gutenberg-12B-v4
- intervitens/mini-magnum-12b-v1.1
library_name: transformers
tags:
- mergekit
- merge

---
# output

This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit).

Irises are made via inbreeding to retain genetic stability. Reminded me of the model soup we have going on here.

## Merge Details
### Merge Method

This model was merged using the [DARE TIES](https://arxiv.org/abs/2311.03099) merge method using [intervitens/mini-magnum-12b-v1.1](https://huggingface.co/intervitens/mini-magnum-12b-v1.1) as a base.

### Models Merged

The following models were included in the merge:
* [tssst/nemo-gutenberg-12b-v2](https://huggingface.co/tssst/nemo-gutenberg-12b-v2)
* [nbeerbower/mistral-nemo-gutenberg-12B-v4](https://huggingface.co/nbeerbower/mistral-nemo-gutenberg-12B-v4)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
models:
  - model: intervitens/mini-magnum-12b-v1.1
  - model: nbeerbower/mistral-nemo-gutenberg-12B-v4
    parameters:
      weight: 0.4
      density: 0.6
  - model: tssst/nemo-gutenberg-12b-v2
    parameters:
      weight: 0.3
      density: 0.5
merge_method: dare_ties
base_model: intervitens/mini-magnum-12b-v1.1
dtype: bfloat16
tokenizer:
    source: "union"
```