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---
base_model:
- prithivMLmods/QwQ-LCoT-7B-Instruct
- bunnycore/FuseQwQen-7B
- AIDC-AI/Marco-o1
- happzy2633/qwen2.5-7b-ins-v3
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 [task arithmetic](https://arxiv.org/abs/2212.04089) merge method using [happzy2633/qwen2.5-7b-ins-v3](https://huggingface.co/happzy2633/qwen2.5-7b-ins-v3) as a base.
### Models Merged
The following models were included in the merge:
* [prithivMLmods/QwQ-LCoT-7B-Instruct](https://huggingface.co/prithivMLmods/QwQ-LCoT-7B-Instruct)
* [bunnycore/FuseQwQen-7B](https://huggingface.co/bunnycore/FuseQwQen-7B)
* [AIDC-AI/Marco-o1](https://huggingface.co/AIDC-AI/Marco-o1)
### Configuration
The following YAML configuration was used to produce this model:
```yaml
merge_method: task_arithmetic
dtype: float32
out_dtype: bfloat16
parameters:
epsilon: 0.03
lambda: 0.95
normalize: true
base_model: happzy2633/qwen2.5-7b-ins-v3
tokenizer_source: happzy2633/qwen2.5-7b-ins-v3
models:
- model: happzy2633/qwen2.5-7b-ins-v3
parameters:
weight: 8
density: 0.7
- model: prithivMLmods/QwQ-LCoT-7B-Instruct
parameters:
weight: 7
density: 0.5
- model: AIDC-AI/Marco-o1
parameters:
weight: 8
density: 0.5
- model: bunnycore/FuseQwQen-7B
parameters:
weight: 8
density: 0.4
- model: happzy2633/qwen2.5-7b-ins-v3
parameters:
weight: 8
density: 0.45
```
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