---
license: apache-2.0
library_name: transformers
tags:
- merge
---
base_model:
- HuggingFaceH4/zephyr-7b-beta
---
# 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 [task arithmetic](https://arxiv.org/abs/2212.04089) 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:
* [mistral-community/Mistral-7B-v0.2](https://huggingface.co/mistral-community/Mistral-7B-v0.2)

### Configuration

The following YAML configuration was used to produce this model:

```yaml

dtype: bfloat16
merge_method: task_arithmetic
base_model:
  model: HuggingFaceH4/zephyr-7b-beta
slices:
  - sources:
      - layer_range: [0, 32]
        model: HuggingFaceH4/zephyr-7b-beta
        parameters:
          weight: 0.5
      - layer_range: [0, 32]
        model: mistral-community/Mistral-7B-v0.2
        parameters:
          weight: 0.5
          

```