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---
base_model:
- Qwen/Qwen2.5-14B
- arcee-ai/Virtuoso-Small
- qingy2024/Qwen2.5-Math-14B-Instruct-Preview
library_name: transformers
tags:
- mergekit
- merge
language:
- zho
- eng
- fra
- spa
- por
- deu
- ita
- rus
- jpn
- kor
- vie
- tha
- ara
---
# 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 [Qwen/Qwen2.5-14B](https://huggingface.co/Qwen/Qwen2.5-14B) as a base.
### Models Merged
The following models were included in the merge:
* [arcee-ai/Virtuoso-Small](https://huggingface.co/arcee-ai/Virtuoso-Small)
* [qingy2024/Qwen2.5-Math-14B-Instruct-Preview](https://huggingface.co/qingy2024/Qwen2.5-Math-14B-Instruct-Preview)
### Configuration
The following YAML configuration was used to produce this model:
```yaml
models:
- model: qingy2024/Qwen2.5-Math-14B-Instruct-Preview
parameters:
weight: 0.4
density: 0.85
- model: arcee-ai/Virtuoso-Small
parameters:
weight: 0.6
density: 0.85
base_model: Qwen/Qwen2.5-14B
merge_method: dare_ties
parameters:
normalize: true
int8_mask: false
dtype: bfloat16
tokenizer_source: Qwen/Qwen2.5-14B-Instruct
```
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