---
base_model:
- Alelcv27/llama3-8b-math-dpo
- meta-llama/Llama-3.1-8B
- Alelcv27/llama3-8b-code-dpo
library_name: transformers
tags:
- mergekit
- merge

---
# llama3-8b-dare-ties-v2

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 [meta-llama/Llama-3.1-8B](https://huggingface.co/meta-llama/Llama-3.1-8B) as a base.

### Models Merged

The following models were included in the merge:
* [Alelcv27/llama3-8b-math-dpo](https://huggingface.co/Alelcv27/llama3-8b-math-dpo)
* [Alelcv27/llama3-8b-code-dpo](https://huggingface.co/Alelcv27/llama3-8b-code-dpo)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
base_model: meta-llama/Llama-3.1-8B
dtype: float16
merge_method: dare_ties
parameters:
  normalize: 1.0
slices:
- sources:
  - layer_range: [0, 32]
    model: Alelcv27/llama3-8b-math-dpo
    parameters:
      density: 0.6
      weight: 1.0
  - layer_range: [0, 32]
    model: Alelcv27/llama3-8b-code-dpo
    parameters:
      density: 0.3
      weight: 0.4
  - layer_range: [0, 32]
    model: meta-llama/Llama-3.1-8B
```