---
base_model:
- HuggingFaceH4/zephyr-7b-alpha
- NousResearch/Nous-Hermes-2-Mistral-7B-DPO
- openchat/openchat-3.5-0106
- mistralai/Mistral-7B-v0.1
library_name: transformers
tags:
- mergekit
- merge

---
# ZephyrChat-Mistral-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 [DARE TIES](https://arxiv.org/abs/2311.03099) merge method using [mistralai/Mistral-7B-v0.1](https://huggingface.co/mistralai/Mistral-7B-v0.1) as a base.

### Models Merged

The following models were included in the merge:
* [HuggingFaceH4/zephyr-7b-alpha](https://huggingface.co/HuggingFaceH4/zephyr-7b-alpha)
* [NousResearch/Nous-Hermes-2-Mistral-7B-DPO](https://huggingface.co/NousResearch/Nous-Hermes-2-Mistral-7B-DPO)
* [openchat/openchat-3.5-0106](https://huggingface.co/openchat/openchat-3.5-0106)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
models:
  # - model: mistralai/Mistral-7B-v0.1
    # Base model
  - model: HuggingFaceH4/zephyr-7b-alpha
    parameters:
      density: 0.5
      weight: 0.4
  - model: openchat/openchat-3.5-0106
    parameters:
      density: 0.5
      weight: 0.3
  - model: NousResearch/Nous-Hermes-2-Mistral-7B-DPO
    parameters:
      density: 0.5
      weight: 0.3
merge_method: dare_ties
base_model: mistralai/Mistral-7B-v0.1
parameters:
  int8_mask: true
dtype: bfloat16

```