---
base_model:
- cognitivecomputations/dolphin-2.9.3-mistral-nemo-12b
- shuttleai/shuttle-2.5-mini
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 [shuttleai/shuttle-2.5-mini](https://huggingface.co/shuttleai/shuttle-2.5-mini) as a base.

### Models Merged

The following models were included in the merge:
* [cognitivecomputations/dolphin-2.9.3-mistral-nemo-12b](https://huggingface.co/cognitivecomputations/dolphin-2.9.3-mistral-nemo-12b)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
models:
  - model: shuttleai/shuttle-2.5-mini
    parameters:
      density: 1
      weight: 1 
      
  - model: cognitivecomputations/dolphin-2.9.3-mistral-nemo-12b
    parameters:
      density: 1
      weight: 1 
        
  - model: shuttleai/shuttle-2.5-mini
    parameters:
      density: 1
      weight: 1 
      
  - model: cognitivecomputations/dolphin-2.9.3-mistral-nemo-12b
    parameters:
      density: 1
      weight: 1 
      
merge_method: ties
base_model: shuttleai/shuttle-2.5-mini
parameters:
  normalize: false
  int8_mask: true
dtype: bfloat16


```