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---
base_model:
- meta-llama/Llama-3.1-8B-Instruct
- meta-llama/Llama-3.1-8B
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 [SLERP](https://en.wikipedia.org/wiki/Slerp) merge method.
### Models Merged
The following models were included in the merge:
* [meta-llama/Llama-3.1-8B-Instruct](https://huggingface.co/meta-llama/Llama-3.1-8B-Instruct)
* [meta-llama/Llama-3.1-8B](https://huggingface.co/meta-llama/Llama-3.1-8B)
### Configuration
The following YAML configuration was used to produce this model:
```yaml
slices:
- sources:
- model: meta-llama/Llama-3.1-8B
layer_range: [0, 32]
- model: meta-llama/Llama-3.1-8B-Instruct
layer_range: [0, 32]
merge_method: slerp
base_model: meta-llama/Llama-3.1-8B
parameters:
t:
- filter: self_attn
value: [0.75 , 0.5 , 0.5 , 1]
- filter: mlp
value: [0.75 , 0.5 , 0.5 , 0.75]
- value: [0.75 , 0.5 , 0.5 , 0.75]
dtype: bfloat16
```
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