---
license: cc-by-nc-sa-4.0
tags:
- 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 [upstage/SOLAR-10.7B-v1.0](https://huggingface.co/upstage/SOLAR-10.7B-v1.0) as a base.

### Models Merged

The following models were included in the merge:
* [chihoonlee10/T3Q-ko-solar-dpo-v5.0](https://huggingface.co/chihoonlee10/T3Q-ko-solar-dpo-v5.0)
* [krevas/SOLAR-10.7B](https://huggingface.co/krevas/SOLAR-10.7B)
* [hyeogi/SOLAR-10.7B-v1.6](https://huggingface.co/hyeogi/SOLAR-10.7B-v1.6)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
models:
  - model: chihoonlee10/T3Q-ko-solar-dpo-v5.0
    parameters:
      density: [1, 0.7, 0.1] # density gradient
      weight: 1.0
  - model: hyeogi/SOLAR-10.7B-v1.6
    parameters:
      density: 0.5
      weight: [0, 0.3, 0.7, 1] # weight gradient
  - model: krevas/SOLAR-10.7B
    parameters:
      density: 0.33
      weight:
        - filter: mlp
          value: 0.5
        - value: 0
merge_method: ties
base_model: upstage/SOLAR-10.7B-v1.0
parameters:
  normalize: true
  int8_mask: true
dtype: float16

```