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---
base_model:
- Columbia-NLP/LION-LLaMA-3-8b-sft-v1.0
- akjindal53244/Llama-3.1-Storm-8B
- mlabonne/OrpoLlama-3-8B
- meta-llama/Meta-Llama-3-8B-Instruct
library_name: transformers
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 [DARE TIES](https://arxiv.org/abs/2311.03099) merge method using [meta-llama/Meta-Llama-3-8B-Instruct](https://huggingface.co/meta-llama/Meta-Llama-3-8B-Instruct) as a base.
### Models Merged
The following models were included in the merge:
* [Columbia-NLP/LION-LLaMA-3-8b-sft-v1.0](https://huggingface.co/Columbia-NLP/LION-LLaMA-3-8b-sft-v1.0)
* [akjindal53244/Llama-3.1-Storm-8B](https://huggingface.co/akjindal53244/Llama-3.1-Storm-8B)
* [mlabonne/OrpoLlama-3-8B](https://huggingface.co/mlabonne/OrpoLlama-3-8B)
### Configuration
The following YAML configuration was used to produce this model:
```yaml
models:
- model: meta-llama/Meta-Llama-3-8B-Instruct
- model: akjindal53244/Llama-3.1-Storm-8B
parameters:
density: 0.53
weight: 0.45
- model: Columbia-NLP/LION-LLaMA-3-8b-sft-v1.0
parameters:
density: 0.5
weight: 0.25
- model: mlabonne/OrpoLlama-3-8B
parameters:
density: 0.5
weight: 0.15
merge_method: dare_ties
base_model: meta-llama/Meta-Llama-3-8B-Instruct
parameters:
normalize: true
int8_mask: true
dtype: bfloat16
```
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