---
base_model:
- deepnetguy/gemma-127
- deepnetguy/gemma-126
- tomaszki/gemma-44
- rwh/gemma2
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 [DARE](https://arxiv.org/abs/2311.03099) [TIES](https://arxiv.org/abs/2306.01708) merge method using [deepnetguy/gemma-126](https://huggingface.co/deepnetguy/gemma-126) as a base.

### Models Merged

The following models were included in the merge:
* [deepnetguy/gemma-127](https://huggingface.co/deepnetguy/gemma-127)
* [tomaszki/gemma-44](https://huggingface.co/tomaszki/gemma-44)
* [rwh/gemma2](https://huggingface.co/rwh/gemma2)

### Configuration

The following YAML configuration was used to produce this model:

```yaml

models:
  - model: deepnetguy/gemma-126
    # No parameters necessary for base model
  - model: deepnetguy/gemma-127
    parameters:
      density: 0.53
      weight: 0.3
  - model: rwh/gemma2
    parameters:
      density: 0.53
      weight: 0.4
  - model: tomaszki/gemma-44
    parameters:
      density: 0.53
      weight: 0.25
merge_method: dare_ties
base_model: deepnetguy/gemma-126
parameters:
  int8_mask: true
dtype: bfloat16


```