---
base_model:
- NousResearch/Hermes-2-Pro-Llama-3-8B
- Weyaxi/Einstein-v6.1-Llama3-8B
- NousResearch/Meta-Llama-3-8B
- asiansoul/Versatile-Llama-3-8B-1m
library_name: transformers
tags:
- mergekit
- merge

---
# merged

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:
* [NousResearch/Hermes-2-Pro-Llama-3-8B](https://huggingface.co/NousResearch/Hermes-2-Pro-Llama-3-8B)
* [Weyaxi/Einstein-v6.1-Llama3-8B](https://huggingface.co/Weyaxi/Einstein-v6.1-Llama3-8B)
* [asiansoul/Versatile-Llama-3-8B-1m](https://huggingface.co/asiansoul/Versatile-Llama-3-8B-1m)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
base_model: NousResearch/Meta-Llama-3-8B
dtype: bfloat16
merge_method: dare_ties
parameters:
  int8_mask: 1.0
slices:
- sources:
  - layer_range: [0, 32]
    model: Weyaxi/Einstein-v6.1-Llama3-8B
    parameters:
      density: 0.1
      weight: 1.0
  - layer_range: [0, 32]
    model: asiansoul/Versatile-Llama-3-8B-1m
    parameters:
      density: 0.2
      weight: 0.35
  - layer_range: [0, 32]
    model: NousResearch/Hermes-2-Pro-Llama-3-8B
    parameters:
      density: 0.5
      weight: 0.23
  - layer_range: [0, 32]
    model: NousResearch/Meta-Llama-3-8B
```