---
base_model:
- davidkim205/nox-solar-10.7b-v2
- chihoonlee10/T3Q-ko-solar-dpo-v6.0
library_name: transformers
tags:
- mergekit
- merge

---
# model_storage

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 SLERP merge method.

### Models Merged

The following models were included in the merge:
* [davidkim205/nox-solar-10.7b-v2](https://huggingface.co/davidkim205/nox-solar-10.7b-v2)
* [chihoonlee10/T3Q-ko-solar-dpo-v6.0](https://huggingface.co/chihoonlee10/T3Q-ko-solar-dpo-v6.0)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
base_model:
  model:
    path: chihoonlee10/T3Q-ko-solar-dpo-v6.0
dtype: float16
merge_method: slerp
parameters:
  t:
  - filter: self_attn
    value: [0.0, 0.5, 0.3, 0.7, 1.0]
  - filter: mlp
    value: [1.0, 0.5, 0.7, 0.3, 0.0]
  - value: 0.5
slices:
- sources:
  - layer_range: [0, 47]
    model:
      model:
        path: chihoonlee10/T3Q-ko-solar-dpo-v6.0
  - layer_range: [0, 47]
    model:
      model:
        path: davidkim205/nox-solar-10.7b-v2
```

### Evaluation Results

| 모델 명칭          | **Average** | HellaSwag |  COPA   | BooIQ  |
|-------------------|-------------|-----------|---------|--------|
| KoGPT             |     58.2    |    55.9   |   73.5  |  45.1  |
| Polyglot-ko-13B   |     62.4    |  **59.5** | **79.4**|  48.2  |
| LLaMA 2-13B       |     45.2    |    41.3   |   59.3  |  34.9  |
| Baichuan 2-13B    |     52.7    |    39.2   |   60.6  |  58.4  |
| QWEN-14B          |     47.8    |    45.3   |   64.9  |  33.4  |
| Orion-14B-Chat    |     68.8    |    47.0   |   77.7  |  81.6  |
| Ocelot-ko-10.8B   | **72.5**    |    50.0   |   75.8  |**91.7**|