---
license: apache-2.0
library_name: transformers
pipeline_tag: text-generation
tags:
- merge
- 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:
* [NousResearch/Hermes-2-Pro-Mistral-7B](https://huggingface.co/NousResearch/Hermes-2-Pro-Mistral-7B)
* [HuggingFaceH4/zephyr-7b-beta](https://huggingface.co/HuggingFaceH4/zephyr-7b-beta)


### 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: 0.7
      - layer_range: [0, 32]
        model: NousResearch/Hermes-2-Pro-Mistral-7B
        parameters:
          weight: 0.5
          

```