---
base_model:
- NousResearch/Hermes-3-Llama-3.1-8B
- rityak/L3.1-FormaxGradient
- rityak/L3.1-HermesBreak-8B
- Sao10K/Llama-3.1-8B-Stheno-v3.4
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 [rityak/L3.1-FormaxGradient](https://huggingface.co/rityak/L3.1-FormaxGradient) as a base.

### Models Merged

The following models were included in the merge:
* [NousResearch/Hermes-3-Llama-3.1-8B](https://huggingface.co/NousResearch/Hermes-3-Llama-3.1-8B)
* [rityak/L3.1-HermesBreak-8B](https://huggingface.co/rityak/L3.1-HermesBreak-8B)
* [Sao10K/Llama-3.1-8B-Stheno-v3.4](https://huggingface.co/Sao10K/Llama-3.1-8B-Stheno-v3.4)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
models:
  - model: rityak/L3.1-FormaxGradient
  - model: NousResearch/Hermes-3-Llama-3.1-8B
    parameters:
      density: 0.2
      weight: 0.1
  - model: Sao10K/Llama-3.1-8B-Stheno-v3.4
    parameters:
      density: 0.5
      weight: 0.3
  - model: rityak/L3.1-HermesBreak-8B
    parameters:
      density: 0.8
      weight: 0.6
merge_method: dare_ties
base_model: rityak/L3.1-FormaxGradient
parameters:
  normalize: false
  int8_mask: true
dtype: float32
out_dtype: bfloat16
```