---
base_model:
- m-a-p/MERT-v0-public
- facebook/hubert-base-ls960
library_name: transformers
tags:
- mergekit
- merge

---
# merged_model

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:
* [m-a-p/MERT-v0-public](https://huggingface.co/m-a-p/MERT-v0-public)
* [facebook/hubert-base-ls960](https://huggingface.co/facebook/hubert-base-ls960)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
slices:
  - sources:
    - model: facebook/hubert-base-ls960
      layer_range: [0, 12]
    - model: m-a-p/MERT-v0-public
      layer_range: [0, 12]
      trast_remote_code: true
merge_method: slerp
base_model:
  model: facebook/hubert-base-ls960
  override_architecture: HubertModel
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
```