---
base_model:
- avemio/GRAG-LLAMA-3.1-8B-MERGED-HESSIAN-AI
- avemio/GRAG-LLAMA-3.1-8B-CPT-HESSIAN-AI
- NousResearch/Hermes-3-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 [DARE](https://arxiv.org/abs/2311.03099) [TIES](https://arxiv.org/abs/2306.01708) merge method using [avemio/GRAG-LLAMA-3.1-8B-CPT-HESSIAN-AI](https://huggingface.co/avemio/GRAG-LLAMA-3.1-8B-CPT-HESSIAN-AI) as a base.

### Models Merged

The following models were included in the merge:
* [avemio/GRAG-LLAMA-3.1-8B-MERGED-HESSIAN-AI](https://huggingface.co/avemio/GRAG-LLAMA-3.1-8B-MERGED-HESSIAN-AI)
* [NousResearch/Hermes-3-Llama-3.1-8B](https://huggingface.co/NousResearch/Hermes-3-Llama-3.1-8B)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
models:
  - model: avemio/GRAG-LLAMA-3.1-8B-CPT-HESSIAN-AI
    # no parameters necessary for base model
  - model: avemio/GRAG-LLAMA-3.1-8B-MERGED-HESSIAN-AI
    parameters:
      density: 0.5
      weight: 0.5
  - model: NousResearch/Hermes-3-Llama-3.1-8B
    parameters:
      density: 0.5
      weight: 0.5

merge_method: dare_ties
base_model: avemio/GRAG-LLAMA-3.1-8B-CPT-HESSIAN-AI
tokenizer_source: union
chat_template: chatml
normalize: false
int8_mask: true
dtype: float16

```