---
base_model:
- elinas/Chronos-Gold-12B-1.0
- nbeerbower/Lyra-Gutenberg-mistral-nemo-12B
- cognitivecomputations/dolphin-2.9.3-mistral-nemo-12b
- anthracite-org/magnum-v2.5-12b-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 [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:
* [elinas/Chronos-Gold-12B-1.0](https://huggingface.co/elinas/Chronos-Gold-12B-1.0)
* [nbeerbower/Lyra-Gutenberg-mistral-nemo-12B](https://huggingface.co/nbeerbower/Lyra-Gutenberg-mistral-nemo-12B)
* [cognitivecomputations/dolphin-2.9.3-mistral-nemo-12b](https://huggingface.co/cognitivecomputations/dolphin-2.9.3-mistral-nemo-12b)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
models:
  - model: anthracite-org/magnum-v2.5-12b-kto
  - model: nbeerbower/Lyra-Gutenberg-mistral-nemo-12B
    parameters:
      density: 0.4
      weight: 0.3
  - model: cognitivecomputations/dolphin-2.9.3-mistral-nemo-12b
    parameters:
      density: 0.6
      weight: 0.4
  - model: elinas/Chronos-Gold-12B-1.0
    parameters:
      density: 0.5
      weight: 0.3
merge_method: dare_ties
base_model: anthracite-org/magnum-v2.5-12b-kto
parameters:
  normalize: false
  int8_mask: true
dtype: float16
```