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base_model:
- Alelcv27/Llama3.1-8B-Code-v2
- Alelcv27/Llama3.1-8B-Math-v3
- meta-llama/Llama-3.1-8B-Instruct
library_name: transformers
tags:
- mergekit
- merge
---
# Llama3.1-8B-Breadcrumbs-Math-Code
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 [Model Breadcrumbs](https://arxiv.org/abs/2312.06795) merge method using [meta-llama/Llama-3.1-8B-Instruct](https://huggingface.co/meta-llama/Llama-3.1-8B-Instruct) as a base.
### Models Merged
The following models were included in the merge:
* [Alelcv27/Llama3.1-8B-Code-v2](https://huggingface.co/Alelcv27/Llama3.1-8B-Code-v2)
* [Alelcv27/Llama3.1-8B-Math-v3](https://huggingface.co/Alelcv27/Llama3.1-8B-Math-v3)
### Configuration
The following YAML configuration was used to produce this model:
```yaml
base_model: meta-llama/Llama-3.1-8B-Instruct
dtype: float16
merge_method: breadcrumbs
modules:
default:
slices:
- sources:
- layer_range: [0, 32]
model: Alelcv27/Llama3.1-8B-Math-v3
parameters:
weight: 0.8
- layer_range: [0, 32]
model: Alelcv27/Llama3.1-8B-Code-v2
parameters:
weight: 0.8
- layer_range: [0, 32]
model: meta-llama/Llama-3.1-8B-Instruct
parameters:
density: 0.9
gamma: 0.01
normalize: 1.0
```
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