---
base_model:
- wanglab/mixtral_7b_dna_pretrain
- mistralai/Mistral-7B-v0.1
- EstherXC/mixtral_7b_protein_pretrain
library_name: transformers
tags:
- mergekit
- merge

---
# mixtral_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 [Task Arithmetic](https://arxiv.org/abs/2212.04089) 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:
* [wanglab/mixtral_7b_dna_pretrain](https://huggingface.co/wanglab/mixtral_7b_dna_pretrain)
* [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
base_model: mistralai/Mistral-7B-v0.1
models:
  - model: EstherXC/mixtral_7b_protein_pretrain
    parameters:
      weight: 0.3
  - model: wanglab/mixtral_7b_dna_pretrain #dnagpt/llama-dna
    parameters:
      weight: 0.3
merge_method: task_arithmetic
dtype: float16
tokenizer_source: "base"
```