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---
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
```
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