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

---
# llama3-8b-della

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 della 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: della
parameters:
  density: 0.7
  epsilon: 0.2
  lambda: 1.1
  normalize: 1.0
slices:
- sources:
  - layer_range: [0, 32]
    model: Alelcv27/llama3-8b-math-dpo
    parameters:
      weight: 0.8
  - layer_range: [0, 32]
    model: Alelcv27/llama3-8b-code-dpo
    parameters:
      weight: 0.5
  - layer_range: [0, 32]
    model: meta-llama/Llama-3.1-8B
```