# 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](https://arxiv.org/abs/2203.05482) merge method.

### Models Merged

The following models were included in the merge:
* [udkai/Turdus](https://huggingface.co/udkai/Turdus)
* [mlabonne/NeuralBeagle14-7B](https://huggingface.co/mlabonne/NeuralBeagle14-7B)
* [Open-Orca/Mistral-7B-OpenOrca](https://huggingface.co/Open-Orca/Mistral-7B-OpenOrca)

### Configuration

The following YAML configuration was used to produce this model:

```yaml

models:
  - model: mlabonne/NeuralBeagle14-7B
    parameters:
      weight: 0.4
  - model: udkai/Turdus
    parameters:
      weight: 0.2
  - model: Open-Orca/Mistral-7B-OpenOrca
    parameters:
      weight: 0.4
merge_method: linear
dtype: float16
# slices:
#   - sources:
#       - model: Open-Orca/Mistral-7B-OpenOrca
#         layer_range: [0, 32]
#       - model: mlabonne/NeuralBeagle14-7B
#         layer_range: [0, 32]
# merge_method: slerp
# base_model: Open-Orca/Mistral-7B-OpenOrca
# 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
# dtype: bfloat16

```

{"tags": ["mergekit", "merge"], "base_model": ["udkai/Turdus", "mlabonne/NeuralBeagle14-7B", "Open-Orca/Mistral-7B-OpenOrca"]}
transformers safetensors mistral text-generation mergekit merge arxiv:2203.05482 base_model:udkai/Turdus base_model:mlabonne/NeuralBeagle14-7B base_model:Open-Orca/Mistral-7B-OpenOrca autotrain_compatible endpoints_compatible text-generation-inference region:us