# average-dolphin-8x7B

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 [linear](https://arxiv.org/abs/2203.05482) merge method.

### Models Merged

The following models were included in the merge:
* [cognitivecomputations/dolphin-2.7-mixtral-8x7b](https://huggingface.co/cognitivecomputations/dolphin-2.7-mixtral-8x7b)
* [cognitivecomputations/dolphin-2.5-mixtral-8x7b](https://huggingface.co/cognitivecomputations/dolphin-2.5-mixtral-8x7b)
* [cognitivecomputations/dolphin-2.6-mixtral-8x7b](https://huggingface.co/cognitivecomputations/dolphin-2.6-mixtral-8x7b)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
merge_method: linear
dtype: bfloat16
models: # just your average dolphin
  - model: cognitivecomputations/dolphin-2.7-mixtral-8x7b
    parameters:
      weight: 0.5
  - model: cognitivecomputations/dolphin-2.6-mixtral-8x7b
    parameters:
      weight: 0.3
  - model: cognitivecomputations/dolphin-2.5-mixtral-8x7b
    parameters:
      weight: 0.2
parameters:
  normalize: true


```
{"license": "apache-2.0", "tags": ["mergekit", "merge"], "base_model": ["cognitivecomputations/dolphin-2.7-mixtral-8x7b", "cognitivecomputations/dolphin-2.5-mixtral-8x7b", "cognitivecomputations/dolphin-2.6-mixtral-8x7b"]}
transformers safetensors mixtral text-generation mergekit merge conversational arxiv:2203.05482 base_model:cognitivecomputations/dolphin-2.7-mixtral-8x7b base_model:cognitivecomputations/dolphin-2.5-mixtral-8x7b base_model:cognitivecomputations/dolphin-2.6-mixtral-8x7b license:apache-2.0 autotrain_compatible endpoints_compatible text-generation-inference region:us