---
base_model:
- argilla/CapybaraHermes-2.5-Mistral-7B
- mlabonne/NeuralHermes-2.5-Mistral-7B
- joey00072/ToxicHermes-2.5-Mistral-7B
- openaccess-ai-collective/DPOpenHermes-7B-v2
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 [mlabonne/NeuralHermes-2.5-Mistral-7B](https://huggingface.co/mlabonne/NeuralHermes-2.5-Mistral-7B) as a base.

### Models Merged

The following models were included in the merge:
* [argilla/CapybaraHermes-2.5-Mistral-7B](https://huggingface.co/argilla/CapybaraHermes-2.5-Mistral-7B)
* [joey00072/ToxicHermes-2.5-Mistral-7B](https://huggingface.co/joey00072/ToxicHermes-2.5-Mistral-7B)
* [openaccess-ai-collective/DPOpenHermes-7B-v2](https://huggingface.co/openaccess-ai-collective/DPOpenHermes-7B-v2)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
models:
  - model: mlabonne/NeuralHermes-2.5-Mistral-7B
    parameters:
      density: 1
      weight: 1
  - model: argilla/CapybaraHermes-2.5-Mistral-7B
    parameters:
      density: 0.5
      weight: 0.4
  - model: openaccess-ai-collective/DPOpenHermes-7B-v2
    parameters:
      density: 0.5
      weight: 0.4
  - model: joey00072/ToxicHermes-2.5-Mistral-7B
    parameters:
      density: 0.75
      weight: 0.2
merge_method: ties
base_model: mlabonne/NeuralHermes-2.5-Mistral-7B
parameters:
  normalize: true
dtype: bfloat16
```