README.md

---
base_model:
- berkeley-nest/Starling-LM-7B-alpha
- NousResearch/Nous-Hermes-2-Mistral-7B-DPO
- senseable/WestLake-7B-v2
- openchat/openchat-3.5-0106
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_swapping merge method using [senseable/WestLake-7B-v2](https://huggingface.co/senseable/WestLake-7B-v2) as a base.

### Models Merged

The following models were included in the merge:
* [berkeley-nest/Starling-LM-7B-alpha](https://huggingface.co/berkeley-nest/Starling-LM-7B-alpha)
* [NousResearch/Nous-Hermes-2-Mistral-7B-DPO](https://huggingface.co/NousResearch/Nous-Hermes-2-Mistral-7B-DPO)
* [openchat/openchat-3.5-0106](https://huggingface.co/openchat/openchat-3.5-0106)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
base_model:
  model:
    path: senseable/WestLake-7B-v2
dtype: bfloat16
merge_method: task_swapping
slices:
- sources:
  - layer_range: [0, 32]
    model:
      model:
        path: berkeley-nest/Starling-LM-7B-alpha
    parameters:
      diagonal_offset: 2.0
      weight: 0.72
  - layer_range: [0, 32]
    model:
      model:
        path: openchat/openchat-3.5-0106
    parameters:
      diagonal_offset: 4.0
      random_mask: 0.166
      random_mask_seed: 19519.0
      weight: 0.4
  - layer_range: [0, 32]
    model:
      model:
        path: NousResearch/Nous-Hermes-2-Mistral-7B-DPO
    parameters:
      diagonal_offset: 4.0
      random_mask: 0.125
      random_mask_seed: 990090.0
      weight: 0.666
  - layer_range: [0, 32]
    model:
      model:
        path: senseable/WestLake-7B-v2
```