---
base_model:
- EstherXC/mixtral_7b_protein_pretrain
- wanglab/mixtral_7b_dna_pretrain
library_name: transformers
tags:
- mergekit
- merge

---
# mixtral_dna_base_tie

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 [wanglab/mixtral_7b_dna_pretrain](https://huggingface.co/wanglab/mixtral_7b_dna_pretrain) as a base.

### Models Merged

The following models were included in the merge:
* [EstherXC/mixtral_7b_protein_pretrain](https://huggingface.co/EstherXC/mixtral_7b_protein_pretrain)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
models:
  - model: wanglab/mixtral_7b_dna_pretrain
    # no parameters necessary for base model
  - model: EstherXC/mixtral_7b_protein_pretrain
    parameters:
      density: 0.5
      weight: 0.3
merge_method: ties
base_model: wanglab/mixtral_7b_dna_pretrain
parameters:
  normalize: true
dtype: float16

```