---
base_model:
- meta-llama/Meta-Llama-3-8B-Instruct
- HuggingFaceH4/zephyr-7b-beta
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 [HuggingFaceH4/zephyr-7b-beta](https://huggingface.co/HuggingFaceH4/zephyr-7b-beta) as a base.

### Models Merged

The following models were included in the merge:
* [meta-llama/Meta-Llama-3-8B-Instruct](https://huggingface.co/meta-llama/Meta-Llama-3-8B-Instruct)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
models:
  - model: meta-llama/Meta-Llama-3-8B-Instruct
    parameters:
      density: 0.5
      weight: 0.3
  - model: HuggingFaceH4/zephyr-7b-beta
    parameters:
      density: 0.5
      weight: 0.5
merge_method: ties
base_model: HuggingFaceH4/zephyr-7b-beta
parameters:
  normalize: true
dtype: float16

```