# sqlcoder-7b-2-slerp

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:
* [beomi/llama-2-ko-7b](https://huggingface.co/beomi/llama-2-ko-7b)
* [defog/sqlcoder-7b-2](https://huggingface.co/defog/sqlcoder-7b-2)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
base_model:
  model:
    path: defog/sqlcoder-7b-2
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, -1]
    model:
      model:
        path: defog/sqlcoder-7b-2
  - layer_range: [0, -1]
    model:
      model:
        path: beomi/llama-2-ko-7b
```

{"library_name": "transformers", "tags": ["mergekit", "merge"], "base_model": ["beomi/llama-2-ko-7b", "defog/sqlcoder-7b-2"]}
transformers safetensors llama text-generation mergekit merge base_model:beomi/llama-2-ko-7b base_model:defog/sqlcoder-7b-2 autotrain_compatible endpoints_compatible text-generation-inference region:us