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---
base_model:
- meta-llama/Meta-Llama-3-70B-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](https://arxiv.org/abs/2311.03099) [TIES](https://arxiv.org/abs/2306.01708) merge method using [meta-llama/Meta-Llama-3-70B-Instruct](https://huggingface.co/meta-llama/Meta-Llama-3-70B-Instruct) as a base.
### Models Merged
The following models were included in the merge:
### Configuration
The following YAML configuration was used to produce this model:
```yaml
models:
- model: meta-llama/Meta-Llama-3-70B-Instruct
# no parameters necessary for base model
- model: meta-llama/Meta-Llama-3-70B-Instruct
parameters:
weight: 0.50
density: 0.56
- model: meta-llama/Meta-Llama-3-70B-Instruct
parameters:
weight: 0.20
density: 0.50
- model: meta-llama/Meta-Llama-3-70B-Instruct
parameters:
weight: 0.50
density: 0.56
merge_method: dare_ties
base_model: meta-llama/Meta-Llama-3-70B-Instruct
parameters:
int8_mask: true
```
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