# mergedmodel

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 [mistralai/Mistral-7B-v0.1](https://huggingface.co/mistralai/Mistral-7B-v0.1) as a base.

### Models Merged

The following models were included in the merge:
* [avemio-digital/SauerSci_Merge](https://huggingface.co/avemio-digital/SauerSci_Merge)
* [avemio-digital/SciSauer_Merge](https://huggingface.co/avemio-digital/SciSauer_Merge)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
models:
  - model: mistralai/Mistral-7B-v0.1
    # no parameters necessary for base model
  - model: avemio-digital/SauerSci_Merge
    parameters:
      density: 0.5
      weight: 0.5
  - model: avemio-digital/SciSauer_Merge
    parameters:
      density: 0.5
      weight: 0.3
merge_method: ties
base_model: mistralai/Mistral-7B-v0.1
parameters:
  normalize: true
dtype: float16
```

{"tags": ["mergekit", "merge"], "base_model": ["avemio-digital/SauerSci_Merge", "mistralai/Mistral-7B-v0.1", "avemio-digital/SciSauer_Merge"]}
transformers safetensors mistral text-generation mergekit merge arxiv:2306.01708 base_model:avemio-digital/SauerSci_Merge base_model:mistralai/Mistral-7B-v0.1 base_model:avemio-digital/SciSauer_Merge autotrain_compatible endpoints_compatible text-generation-inference region:us