---
base_model:
- Severian/Nexus-IKM-Mistral-Instruct-v0.2-7B
- son-of-man/HoloViolet-7B-test3
- alpindale/Mistral-7B-v0.2-hf
- localfultonextractor/Erosumika-7B-v3
library_name: transformers
tags:
- mergekit
- merge

---
# merged

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 [task arithmetic](https://arxiv.org/abs/2212.04089) merge method using [alpindale/Mistral-7B-v0.2-hf](https://huggingface.co/alpindale/Mistral-7B-v0.2-hf) as a base.

### Models Merged

The following models were included in the merge:
* [Severian/Nexus-IKM-Mistral-Instruct-v0.2-7B](https://huggingface.co/Severian/Nexus-IKM-Mistral-Instruct-v0.2-7B)
* [son-of-man/HoloViolet-7B-test3](https://huggingface.co/son-of-man/HoloViolet-7B-test3)
* [localfultonextractor/Erosumika-7B-v3](https://huggingface.co/localfultonextractor/Erosumika-7B-v3)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
base_model:
  model:
    path: alpindale/Mistral-7B-v0.2-hf
dtype: bfloat16
merge_method: task_arithmetic
slices:
- sources:
  - layer_range: [0, 32]
    model:
      model:
        path: alpindale/Mistral-7B-v0.2-hf
    parameters:
      weight: 0.3
  - layer_range: [0, 32]
    model:
      model:
        path: son-of-man/HoloViolet-7B-test3
    parameters:
      weight: 0.2
  - layer_range: [0, 32]
    model:
      model:
        path: localfultonextractor/Erosumika-7B-v3
    parameters:
      weight: 0.3
  - layer_range: [0, 32]
    model:
      model:
        path: Severian/Nexus-IKM-Mistral-Instruct-v0.2-7B
    parameters:
      weight: 0.2
```