---
base_model:
- shuttleai/shuttle-3-mini
- win10/EVA-Meissa-mini-pro
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 [TIES](https://arxiv.org/abs/2306.01708) merge method using [win10/EVA-Meissa-mini-pro](https://huggingface.co/win10/EVA-Meissa-mini-pro) as a base.

### Models Merged

The following models were included in the merge:
* [shuttleai/shuttle-3-mini](https://huggingface.co/shuttleai/shuttle-3-mini)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
models:
  - model: shuttleai/shuttle-3-mini
    parameters:
      density: 0.2 
      weight: 0.2 
      
  - model: win10/EVA-Meissa-mini-pro
    parameters:
      density: 0.8
      weight: 0.8 

  - model: shuttleai/shuttle-3-mini
    parameters:
      density: 0.2 
      weight: 0.2 
      
  - model: win10/EVA-Meissa-mini-pro
    parameters:
      density: 0.8
      weight: 0.8
      
merge_method: ties
base_model: win10/EVA-Meissa-mini-pro
parameters:
  normalize: true
  int8_mask: true
dtype: bfloat16

```