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---
base_model:
- meta-llama/Llama-3.1-8B-Instruct
library_name: transformers
tags:
- mergekit
- merge
---
# merged_model
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)
### Configuration
The following YAML configuration was used to produce this model:
```yaml
base_model: meta-llama/Llama-3.1-8B-Instruct
merge_method: slerp
parameters:
t: 0.5
slices:
- sources:
- model: meta-llama/Llama-3.1-8B-Instruct
layer_range:
- 0
- 8
weight: 0.4
- model: meta-llama/Llama-3.1-8B-Instruct
layer_range:
- 0
- 8
weight: 0.6
merge_method: task_arithmetic
- sources:
- model: meta-llama/Llama-3.1-8B-Instruct
layer_range:
- 9
- 20
weight: 0.7
- model: meta-llama/Llama-3.1-8B-Instruct
layer_range:
- 9
- 20
weight: 0.3
merge_method: task_arithmetic
- sources:
- model: meta-llama/Llama-3.1-8B-Instruct
layer_range:
- 21
- 31
weight: 0.8
- model: meta-llama/Llama-3.1-8B-Instruct
layer_range:
- 21
- 31
weight: 0.2
merge_method: task_arithmetic
dtype: bfloat16
```
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