---
base_model:
- HuggingFaceH4/zephyr-7b-beta
- mlabonne/Mistralpaca-7B
library_name: transformers
tags:
- mergekit
- merge

---
# ZephyrPaca-7B

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:
* [mlabonne/Mistralpaca-7B](https://huggingface.co/mlabonne/Mistralpaca-7B)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
models:
  - model: HuggingFaceH4/zephyr-7b-beta
    parameters:
      density: 0.8
      weight: 0.7
  - model: mlabonne/Mistralpaca-7B
    parameters:
      density: 0.2
      weight: [1.0, 0.7, 0.1]
merge_method: ties
base_model: HuggingFaceH4/zephyr-7b-beta
parameters:
  normalize: true
  int8_mask: true
dtype: float16
```