transformers safetensors mistral text-generation mergekit merge conversational arxiv:2203.05482 base_model:Open-Orca/Mistral-7B-OpenOrca base_model:mlabonne/NeuralBeagle14-7B autotrain_compatible endpoints_compatible text-generation-inference region:us
---
base_model:
- Open-Orca/Mistral-7B-OpenOrca
- mlabonne/NeuralBeagle14-7B
tags:
- mergekit
- merge

---
# 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:
* [Open-Orca/Mistral-7B-OpenOrca](https://huggingface.co/Open-Orca/Mistral-7B-OpenOrca)
* [mlabonne/NeuralBeagle14-7B](https://huggingface.co/mlabonne/NeuralBeagle14-7B)

### Configuration

The following YAML configuration was used to produce this model:

```yaml

models:
  - model: mlabonne/NeuralBeagle14-7B
    parameters:
      weight: 0.7
  - model: Open-Orca/Mistral-7B-OpenOrca
    parameters:
      weight: 0.3
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

```
