README.md

---
base_model:
- NousResearch/Hermes-3-Llama-3.1-8B
- Skywork/Skywork-o1-Open-Llama-3.1-8B
- cognitivecomputations/Dolphin3.0-Llama3.1-8B
- SentientAGI/Dobby-Mini-Leashed-Llama-3.1-8B
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 [Linear DELLA](https://arxiv.org/abs/2406.11617) merge method using [NousResearch/Hermes-3-Llama-3.1-8B](https://huggingface.co/NousResearch/Hermes-3-Llama-3.1-8B) as a base.

### Models Merged

The following models were included in the merge:
* [Skywork/Skywork-o1-Open-Llama-3.1-8B](https://huggingface.co/Skywork/Skywork-o1-Open-Llama-3.1-8B)
* [cognitivecomputations/Dolphin3.0-Llama3.1-8B](https://huggingface.co/cognitivecomputations/Dolphin3.0-Llama3.1-8B)
* [SentientAGI/Dobby-Mini-Leashed-Llama-3.1-8B](https://huggingface.co/SentientAGI/Dobby-Mini-Leashed-Llama-3.1-8B)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
models:
  - model: NousResearch/Hermes-3-Llama-3.1-8B
    #no parameters necessary for base model
  - model: Skywork/Skywork-o1-Open-Llama-3.1-8B
    parameters:
      density: 0.3
      weight: 0.3
  - model: cognitivecomputations/Dolphin3.0-Llama3.1-8B
    parameters:
      density: 0.36
      weight: 0.36
  - model: SentientAGI/Dobby-Mini-Leashed-Llama-3.1-8B
    parameters:
      density: 0.34
      weight: 0.34

merge_method: della_linear
base_model: NousResearch/Hermes-3-Llama-3.1-8B
parameters:
  normalize: true
dtype: bfloat16
```