---
base_model:
- bunnycore/Llama-3.1-8B-TitanFusion-Mix
- vicgalle/Roleplay-Hermes-3-Llama-3.1-8B
- Joseph717171/Llama-3.1-SuperNova-8B-Lite_TIES_with_Base
- meta-llama/Llama-3.1-8B
- bunnycore/Best-Mix-Llama-3.1-8B
- vicgalle/Configurable-Llama-3.1-8B-Instruct
- nvidia/OpenMath2-Llama3.1-8B
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 [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:
* [bunnycore/Llama-3.1-8B-TitanFusion-Mix](https://huggingface.co./bunnycore/Llama-3.1-8B-TitanFusion-Mix)
* [vicgalle/Roleplay-Hermes-3-Llama-3.1-8B](https://huggingface.co./vicgalle/Roleplay-Hermes-3-Llama-3.1-8B)
* [Joseph717171/Llama-3.1-SuperNova-8B-Lite_TIES_with_Base](https://huggingface.co./Joseph717171/Llama-3.1-SuperNova-8B-Lite_TIES_with_Base)
* [bunnycore/Best-Mix-Llama-3.1-8B](https://huggingface.co./bunnycore/Best-Mix-Llama-3.1-8B)
* [vicgalle/Configurable-Llama-3.1-8B-Instruct](https://huggingface.co./vicgalle/Configurable-Llama-3.1-8B-Instruct)
* [nvidia/OpenMath2-Llama3.1-8B](https://huggingface.co./nvidia/OpenMath2-Llama3.1-8B)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
models:
  - model: vicgalle/Roleplay-Hermes-3-Llama-3.1-8B
    parameters:
      density: 0.7
      weight: 0.7
  - model: bunnycore/Best-Mix-Llama-3.1-8B
    parameters:
      density: 0.4
      weight: 0.3
  - model: vicgalle/Configurable-Llama-3.1-8B-Instruct
    parameters:
      density: 0.5
      weight: 0.5
  - model: nvidia/OpenMath2-Llama3.1-8B
    parameters:
      density: 0.5
      weight: 0.3
  - model: Joseph717171/Llama-3.1-SuperNova-8B-Lite_TIES_with_Base
    parameters:
      density: 0.8
      weight: 0.6
  - model: bunnycore/Llama-3.1-8B-TitanFusion-Mix
    parameters:
      density: 0.5
      weight: 0.4

merge_method: ties
base_model: meta-llama/Llama-3.1-8B
parameters:
  density: 1
  normalize: false
  int8_mask: true
dtype: float16
```