README.md

---
base_model:
- beomi/Llama-3-Open-Ko-8B
- ProbeMedicalYonseiMAILab/medllama3-v20
library_name: transformers
tags:
- mergekit
- merge
license: apache-2.0
---
# BioLlama-Ko-8B


![image/png](https://cdn-uploads.huggingface.co/production/uploads/64c61e724399efa2fdac0375/9zF_PWSgjxRtWI-3dtwDC.png)

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 [DARE](https://arxiv.org/abs/2311.03099) [TIES](https://arxiv.org/abs/2306.01708) merge method using [ProbeMedicalYonseiMAILab/medllama3-v20](https://huggingface.co/ProbeMedicalYonseiMAILab/medllama3-v20) as a base.

### Models Merged

The following models were included in the merge:
* [beomi/Llama-3-Open-Ko-8B](https://huggingface.co/beomi/Llama-3-Open-Ko-8B)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
models:
  - model: ProbeMedicalYonseiMAILab/medllama3-v20
  - model: beomi/Llama-3-Open-Ko-8B
    parameters:
      density: 0.8
      weight: 0.45
merge_method: dare_ties
base_model: ProbeMedicalYonseiMAILab/medllama3-v20
parameters:
  int8_mask: true
dtype: bfloat16
```