README.md

---
base_model:
- ruslanmv/ai-medical-model-32bit
- Locutusque/Llama-3-Hercules-5.0-8B
- refuelai/Llama-3-Refueled
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 [refuelai/Llama-3-Refueled](https://huggingface.co/refuelai/Llama-3-Refueled) as a base.

### Models Merged

The following models were included in the merge:
* [ruslanmv/ai-medical-model-32bit](https://huggingface.co/ruslanmv/ai-medical-model-32bit)
* [Locutusque/Llama-3-Hercules-5.0-8B](https://huggingface.co/Locutusque/Llama-3-Hercules-5.0-8B)

### Configuration

The following YAML configuration was used to produce this model:

```yaml


models:
  - model: Locutusque/Llama-3-Hercules-5.0-8B
    parameters:
      weight: [0.25, 0.35, 0.45, 0.35, 0.25]
      density: [0.1, 0.25, 0.5, 0.25, 0.1]
  - model: refuelai/Llama-3-Refueled
  - model: ruslanmv/ai-medical-model-32bit
    parameters:
      weight: [0.55, 0.45, 0.35, 0.45, 0.55]
      density: [0.1, 0.25, 0.5, 0.25, 0.1]
merge_method: dare_ties
base_model: refuelai/Llama-3-Refueled
parameters:
  int8_mask: true
dtype: bfloat16


```