---
base_model:
- psmathur/orca_mini_v3_13b
- garage-bAInd/Platypus2-13B
- TheBloke/Llama-2-13B-fp16
- WizardLM/WizardMath-13B-V1.0
library_name: transformers
tags:
- mergekit
- merge

---
# output-model-directory

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 [TIES](https://arxiv.org/abs/2306.01708) merge method using [TheBloke/Llama-2-13B-fp16](https://huggingface.co/TheBloke/Llama-2-13B-fp16) as a base.

### Models Merged

The following models were included in the merge:
* [psmathur/orca_mini_v3_13b](https://huggingface.co/psmathur/orca_mini_v3_13b)
* [garage-bAInd/Platypus2-13B](https://huggingface.co/garage-bAInd/Platypus2-13B)
* [WizardLM/WizardMath-13B-V1.0](https://huggingface.co/WizardLM/WizardMath-13B-V1.0)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
models:
  - model: psmathur/orca_mini_v3_13b
    parameters:
      density: [1, 0.7, 0.1] # density gradient
      weight: 1.0
  - model: garage-bAInd/Platypus2-13B
    parameters:
      density: 0.5
      weight: [0, 0.3, 0.7, 1] # weight gradient
  - model: WizardLM/WizardMath-13B-V1.0
    parameters:
      density: 0.33
      weight:
        - filter: mlp
          value: 0.5
        - value: 0
merge_method: ties
base_model: TheBloke/Llama-2-13B-fp16
parameters:
  normalize: true
  int8_mask: true
dtype: float16
```