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---
base_model:
- Qwen/Qwen2.5-7B
- Qwen/Qwen2.5-Coder-7B
- Qwen/Qwen2.5-7B-Instruct
- Qwen/Qwen2.5-Math-7B
library_name: transformers
tags:
- mergekit
- merge
language:
- zho
- eng
- fra
- spa
- por
- deu
- ita
- rus
- jpn
- kor
- vie
- tha
- ara
---
# nthehai01/Qwen2.5-7B-Instruct-Math-Code-breadcrumbs
This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit).
## Performance
| Metric |Value|
|---------------------------------|----:|
|GSM8k (zero-shot) |90.06|
|HellaSwag (zero-Shot) |82.77|
|MBPP (zero-shot) |62.21|
## Merge Details
### Merge Method
This model was merged using the [Model Breadcrumbs](https://arxiv.org/abs/2312.06795) merge method using [Qwen/Qwen2.5-7B](https://huggingface.co/Qwen/Qwen2.5-7B) as a base.
### Models Merged
The following models were included in the merge:
* [Qwen/Qwen2.5-Coder-7B](https://huggingface.co/Qwen/Qwen2.5-Coder-7B)
* [Qwen/Qwen2.5-7B-Instruct](https://huggingface.co/Qwen/Qwen2.5-7B-Instruct)
* [Qwen/Qwen2.5-Math-7B](https://huggingface.co/Qwen/Qwen2.5-Math-7B)
### Configuration
The following YAML configuration was used to produce this model:
```yaml
base_model: Qwen/Qwen2.5-7B
dtype: bfloat16
merge_method: breadcrumbs
parameters:
lambda: 0.9075603207928135
normalize: 1.0
slices:
- sources:
- layer_range: [0, 28]
model: Qwen/Qwen2.5-7B
- layer_range: [0, 28]
model: Qwen/Qwen2.5-Math-7B
parameters:
density: 0.11722197443445775
gamma: 0.07547691839721048
weight: 0.17267293536872041
- layer_range: [0, 28]
model: Qwen/Qwen2.5-Coder-7B
parameters:
density: 0.48352747334554935
gamma: 0.0753405327865558
weight: 0.11164770709858211
- layer_range: [0, 28]
model: Qwen/Qwen2.5-7B-Instruct
parameters:
density: 0.8190520808683315
gamma: 0.022307694128235696
weight: 0.7626295102691242
```
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