---
base_model:
- cognitivecomputations/dolphin-2.8-mistral-7b-v02
- Rakuten/RakutenAI-7B-chat
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 [cognitivecomputations/dolphin-2.8-mistral-7b-v02](https://huggingface.co/cognitivecomputations/dolphin-2.8-mistral-7b-v02) as a base.

### Models Merged

The following models were included in the merge:
* [Rakuten/RakutenAI-7B-chat](https://huggingface.co/Rakuten/RakutenAI-7B-chat)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
models:
  - model: cognitivecomputations/dolphin-2.8-mistral-7b-v02
    parameters:
      density: 0.5
      weight: 0.5
  - model: Rakuten/RakutenAI-7B-chat
    parameters:
      density: 0.5
      weight: 0.5

merge_method: ties
base_model: cognitivecomputations/dolphin-2.8-mistral-7b-v02
parameters:
  normalize: false
  int8_mask: true
dtype: float16
```