---
base_model:
- paulml/OmniBeagleSquaredMBX-v3-7B
- paulml/NeuralOmniWestBeaglake-7B
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:
* [paulml/OmniBeagleSquaredMBX-v3-7B](https://huggingface.co/paulml/OmniBeagleSquaredMBX-v3-7B)
* [paulml/NeuralOmniWestBeaglake-7B](https://huggingface.co/paulml/NeuralOmniWestBeaglake-7B)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
merge_method: slerp
slices:
  - sources:
      - model: paulml/OmniBeagleSquaredMBX-v3-7B
        layer_range: [0, 32]
      - model: paulml/NeuralOmniWestBeaglake-7B
        layer_range: [0, 32]
    base_model: paulml/NeuralOmniWestBeaglake-7B
    dtype: bfloat16
    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

```