README.md

---
base_model:
- maywell/Synatra-7B-Instruct-v0.2
- openchat/openchat_3.5
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 SLERP merge method.

### Models Merged

The following models were included in the merge:
* [maywell/Synatra-7B-Instruct-v0.2](https://huggingface.co/maywell/Synatra-7B-Instruct-v0.2)
* [openchat/openchat_3.5](https://huggingface.co/openchat/openchat_3.5)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
slices:
  - sources:
    - model: openchat/openchat_3.5
      layer_range: [0, 32]
    - model: maywell/Synatra-7B-Instruct-v0.2
      layer_range: [0, 32]
merge_method: slerp
base_model: openchat/openchat_3.5
parameters:
  t:
    - filter: self_attn
      value: [0, 0.5, 0.3, 0.7, 1]
    - filter: mlp
      value: [1, 0.5, 0.7, 0.3, 0]
    - value: 0.5
dtype: bfloat16
```