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Llama-Ko-Merge
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---
base_model:
- Saxo/Linkbricks-Horizon-AI-Korean-llama3-sft-dpo-8b-base
- tesser-ai/Tesser-Llama-3-Ko-8B
- NousResearch/Hermes-3-Llama-3.1-8B
- meta-llama/Meta-Llama-3.1-8B
- maum-ai/Llama-3-MAAL-8B-Instruct-v0.1
- Saxo/Linkbricks-Horizon-AI-Korean-llama-3.1-sft-dpo-8B
library_name: transformers
tags:
- mergekit
- merge

---
# merge

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 [Saxo/Linkbricks-Horizon-AI-Korean-llama-3.1-sft-dpo-8B](https://huggingface.co/Saxo/Linkbricks-Horizon-AI-Korean-llama-3.1-sft-dpo-8B) as a base.

### Models Merged

The following models were included in the merge:
* [Saxo/Linkbricks-Horizon-AI-Korean-llama3-sft-dpo-8b-base](https://huggingface.co/Saxo/Linkbricks-Horizon-AI-Korean-llama3-sft-dpo-8b-base)
* [tesser-ai/Tesser-Llama-3-Ko-8B](https://huggingface.co/tesser-ai/Tesser-Llama-3-Ko-8B)
* [NousResearch/Hermes-3-Llama-3.1-8B](https://huggingface.co/NousResearch/Hermes-3-Llama-3.1-8B)
* [meta-llama/Meta-Llama-3.1-8B](https://huggingface.co/meta-llama/Meta-Llama-3.1-8B)
* [maum-ai/Llama-3-MAAL-8B-Instruct-v0.1](https://huggingface.co/maum-ai/Llama-3-MAAL-8B-Instruct-v0.1)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
models:
    - model: tesser-ai/Tesser-Llama-3-Ko-8B
      layer_range: [0, 32]
      parameters:
          density: 0.5
          weight: 0.45
    - model: maum-ai/Llama-3-MAAL-8B-Instruct-v0.1
      layer_range: [0, 32]
      parameters:
          density: 0.5
          weight: 0.45
    - model: meta-llama/Meta-Llama-3.1-8B
      layer_range: [0, 32]
      parameters:
          density: 0.5
          weight: 0.45
    - model: NousResearch/Hermes-3-Llama-3.1-8B
      layer_range: [0, 32]
      parameters:
          density: 0.5
          weight: 0.45
    - model: Saxo/Linkbricks-Horizon-AI-Korean-llama3-sft-dpo-8b-base
      layer_range: [0, 32]
      parameters:
          density: 0.5
          weight: 0.45
    - model: Saxo/Linkbricks-Horizon-AI-Korean-llama-3.1-sft-dpo-8B
      layer_range: [0, 32]
      parameters:
          density: 0.5
          weight: 0.45
merge_method: dare_ties
base_model: Saxo/Linkbricks-Horizon-AI-Korean-llama-3.1-sft-dpo-8B
dtype: bfloat16
```