# model

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:
* [PygmalionAI/mythalion-13b](https://huggingface.co/PygmalionAI/mythalion-13b)
* [psmathur/orca_mini_v3_13b](https://huggingface.co/psmathur/orca_mini_v3_13b)

### Configuration

The following YAML configuration was used to produce this model:

```yaml

slices:
  - sources:
      - model: psmathur/orca_mini_v3_13b
        layer_range: [0, 40]
      - model: PygmalionAI/mythalion-13b
        layer_range: [0, 40]
merge_method: slerp
base_model: psmathur/orca_mini_v3_13b
parameters:
  t:
    - filter: self_attn
      value: [0, 0.5, 0.3, 0.7, 1]
    - filter: mlp
      value: [1, 0.5, 0.7, 0.3, 0]
    - value: 0.5 # fallback for rest of tensors
dtype: float16

```

{"tags": ["mergekit", "merge"], "base_model": ["PygmalionAI/mythalion-13b", "psmathur/orca_mini_v3_13b"]}
transformers safetensors llama text-generation mergekit merge base_model:PygmalionAI/mythalion-13b base_model:psmathur/orca_mini_v3_13b autotrain_compatible endpoints_compatible text-generation-inference region:us