---
base_model:
- mergekit-community/mergekit-slerp-lupllmg
- mergekit-community/mergekit-slerp-rayqjvs
- mergekit-community/mergekit-della_linear-byjvyzy
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 [Linear DELLA](https://arxiv.org/abs/2406.11617) merge method using [mergekit-community/mergekit-slerp-lupllmg](https://huggingface.co/mergekit-community/mergekit-slerp-lupllmg) as a base.

### Models Merged

The following models were included in the merge:
* [mergekit-community/mergekit-slerp-rayqjvs](https://huggingface.co/mergekit-community/mergekit-slerp-rayqjvs)
* [mergekit-community/mergekit-della_linear-byjvyzy](https://huggingface.co/mergekit-community/mergekit-della_linear-byjvyzy)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
models:
  - model: mergekit-community/mergekit-slerp-lupllmg
    parameters:
      weight: 0.4
      density: 0.8
  - model: mergekit-community/mergekit-slerp-rayqjvs
    parameters:
      weight: 0.4
      density: 0.8
  - model: mergekit-community/mergekit-della_linear-byjvyzy
    parameters:
      weight: 0.2
      density: 0.2
merge_method: della_linear
base_model: mergekit-community/mergekit-slerp-lupllmg
parameters:
  epsilon: 0.05
  lambda: 1
dtype: bfloat16
tokenizer_source: base
```