README.md

---
base_model:
- beomi/Llama-3-Open-Ko-8B
- aaditya/Llama3-OpenBioLLM-8B
- MLP-KTLim/llama-3-Korean-Bllossom-8B
- maum-ai/Llama-3-MAAL-8B-Instruct-v0.1
- NousResearch/Meta-Llama-3-8B
- NousResearch/Meta-Llama-3-8B-Instruct
- Locutusque/llama-3-neural-chat-v2.2-8B
- asiansoul/Solo-Llama-3-MAAL-MLP-KoEn-8B
library_name: transformers
tags:
- mergekit
- merge

---
# U-GO-GIRL-Llama-3-KoEn-8B

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 [NousResearch/Meta-Llama-3-8B](https://huggingface.co/NousResearch/Meta-Llama-3-8B) 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)
* [aaditya/Llama3-OpenBioLLM-8B](https://huggingface.co/aaditya/Llama3-OpenBioLLM-8B)
* [MLP-KTLim/llama-3-Korean-Bllossom-8B](https://huggingface.co/MLP-KTLim/llama-3-Korean-Bllossom-8B)
* [maum-ai/Llama-3-MAAL-8B-Instruct-v0.1](https://huggingface.co/maum-ai/Llama-3-MAAL-8B-Instruct-v0.1)
* [NousResearch/Meta-Llama-3-8B-Instruct](https://huggingface.co/NousResearch/Meta-Llama-3-8B-Instruct)
* [Locutusque/llama-3-neural-chat-v2.2-8B](https://huggingface.co/Locutusque/llama-3-neural-chat-v2.2-8B)
* [asiansoul/Solo-Llama-3-MAAL-MLP-KoEn-8B](https://huggingface.co/asiansoul/Solo-Llama-3-MAAL-MLP-KoEn-8B)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
models:
  - model: NousResearch/Meta-Llama-3-8B
    # Base model providing a general foundation without specific parameters
  - model: NousResearch/Meta-Llama-3-8B-Instruct
    parameters:
      density: 0.65  
      weight: 0.4  
  
  - model: asiansoul/Solo-Llama-3-MAAL-MLP-KoEn-8B
    parameters:
      density: 0.6  
      weight: 0.3 

  - model: maum-ai/Llama-3-MAAL-8B-Instruct-v0.1
    parameters:
      density: 0.55  
      weight: 0.1 
  
  - model: beomi/Llama-3-Open-Ko-8B
    parameters:
      density: 0.55  
      weight: 0.1

  - model: MLP-KTLim/llama-3-Korean-Bllossom-8B
    parameters:
      density: 0.55  
      weight: 0.1 
  
  - model: aaditya/Llama3-OpenBioLLM-8B
    parameters:
      density: 0.55  
      weight: 0.05

  - model: Locutusque/llama-3-neural-chat-v2.2-8B
    parameters:
      density: 0.55  
      weight: 0.05 
  
merge_method: dare_ties
base_model: NousResearch/Meta-Llama-3-8B
parameters:
  int8_mask: true
dtype: bfloat16

```