transformers safetensors mistral text-generation mergekit merge conversational arxiv:2306.01708 base_model:HuggingFaceH4/zephyr-7b-beta autotrain_compatible endpoints_compatible text-generation-inference region:us
---
base_model:
- HuggingFaceH4/zephyr-7b-beta
library_name: transformers
tags:
- mergekit
- merge

---
# zephyr-dpo-v7-beta-slerp

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 mergekit/zephyr-merged-dpo-v7-multi as a base.

### Models Merged

The following models were included in the merge:
* [HuggingFaceH4/zephyr-7b-beta](https://huggingface.co/HuggingFaceH4/zephyr-7b-beta)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
models:
  - model: mergekit/zephyr-merged-dpo-v7-multi
  - model: HuggingFaceH4/zephyr-7b-beta
    parameters:
        density: 0.2
        weight:   # weight gradient
        - filter: mlp
          value: 0.2
        - value: 0.1
merge_method: ties
base_model: mergekit/zephyr-merged-dpo-v7-multi
parameters:
  normalize: true
  int8_mask: true
dtype: float16
```
