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---
base_model:
- Alelcv27/llama3-8b-math-dpo
- meta-llama/Llama-3.1-8B
- Alelcv27/llama3-8b-code-dpo
library_name: transformers
tags:
- mergekit
- merge
---
# llama3-8b-dare-ties-v2
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](https://arxiv.org/abs/2311.03099) [TIES](https://arxiv.org/abs/2306.01708) merge method using [meta-llama/Llama-3.1-8B](https://huggingface.co/meta-llama/Llama-3.1-8B) as a base.
### Models Merged
The following models were included in the merge:
* [Alelcv27/llama3-8b-math-dpo](https://huggingface.co/Alelcv27/llama3-8b-math-dpo)
* [Alelcv27/llama3-8b-code-dpo](https://huggingface.co/Alelcv27/llama3-8b-code-dpo)
### Configuration
The following YAML configuration was used to produce this model:
```yaml
base_model: meta-llama/Llama-3.1-8B
dtype: float16
merge_method: dare_ties
parameters:
normalize: 1.0
slices:
- sources:
- layer_range: [0, 32]
model: Alelcv27/llama3-8b-math-dpo
parameters:
density: 0.6
weight: 1.0
- layer_range: [0, 32]
model: Alelcv27/llama3-8b-code-dpo
parameters:
density: 0.3
weight: 0.4
- layer_range: [0, 32]
model: meta-llama/Llama-3.1-8B
```
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