---
base_model:
- mistralai/Mistral-7B-Instruct-v0.2
library_name: transformers
tags:
- mergekit
- merge

---
# 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 [linear](https://arxiv.org/abs/2203.05482) merge method.

### Models Merged

The following models were included in the merge:
* [mistralai/Mistral-7B-Instruct-v0.2](https://huggingface.co/mistralai/Mistral-7B-Instruct-v0.2)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
dtype: float16
merge_method: linear
slices:
 - sources:
      - layer_range: [0, 8]
        model: mistralai/Mistral-7B-Instruct-v0.2
        parameters:
          weight: 0.33
      - layer_range: [8, 16]
        model: mistralai/Mistral-7B-Instruct-v0.2
        parameters:
          weight: 0.33
      - layer_range: [16, 24]
        model: mistralai/Mistral-7B-Instruct-v0.2
        parameters:
          weight: 0.25
      - layer_range: [24, 32]
        model: mistralai/Mistral-7B-Instruct-v0.2
        parameters:
          weight: 0.09
```