---
library_name: transformers
tags:
- mergekit
- merge
license: gemma
---


![image](https://cdn-uploads.huggingface.co/production/uploads/6592ef6e2a0a886ef0872e71/I2WCMIH4kXmeXc6mfIjbO.png)
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 [Karcher Mean](https://en.wikipedia.org/wiki/Karcher_mean) merge method.

### Models Merged

The following models were included in the merge:
* ../Mira-v1.21-27B-rlvr
* ../Mira-v1.22.2b-27B-dpo
* ../Mira-v1.22.2a-27B-dpo

### Configuration

The following YAML configuration was used to produce this model:

```yaml
models:
  - model: ../Mira-v1.22.2a-27B-dpo
  - model: ../Mira-v1.22.2b-27B-dpo
  - model: ../Mira-v1.21-27B-rlvr
merge_method: karcher
parameters:
  normalize: true
  int8_mask: true
tokenizer_source: Lambent/Mira-v1.3-27B
dtype: bfloat16

```