---
base_model:
- cognitivecomputations/dolphin-2.8-mistral-7b-v02
- openchat/openchat_3.5
- cognitivecomputations/dolphin-2.6-mistral-7b-dpo-laser
- Open-Orca/Mistral-7B-OpenOrca
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 [Model Stock](https://arxiv.org/abs/2403.19522) merge method using [cognitivecomputations/dolphin-2.6-mistral-7b-dpo-laser](https://huggingface.co/cognitivecomputations/dolphin-2.6-mistral-7b-dpo-laser) as a base.

### Models Merged

The following models were included in the merge:
* [cognitivecomputations/dolphin-2.8-mistral-7b-v02](https://huggingface.co/cognitivecomputations/dolphin-2.8-mistral-7b-v02)
* [openchat/openchat_3.5](https://huggingface.co/openchat/openchat_3.5)
* [Open-Orca/Mistral-7B-OpenOrca](https://huggingface.co/Open-Orca/Mistral-7B-OpenOrca)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
merge_method: model_stock  
base_model: cognitivecomputations/dolphin-2.6-mistral-7b-dpo-laser
models:  
  - model: openchat/openchat_3.5
  - model: Open-Orca/Mistral-7B-OpenOrca
  - model: cognitivecomputations/dolphin-2.8-mistral-7b-v02
dtype: bfloat16  
tokenizer_source: base  
int8_mask: true  
normalize: true  
name: 7B-Cetacea

```