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---
base_model:
- happzy2633/qwen2.5-7b-ins-v3
- AIDC-AI/Marco-o1
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 [TIES](https://arxiv.org/abs/2306.01708) 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:
* [AIDC-AI/Marco-o1](https://huggingface.co/AIDC-AI/Marco-o1)
### Configuration
The following YAML configuration was used to produce this model:
```yaml
models:
- model: AIDC-AI/Marco-o1
parameters:
density: [1, 0.7, 0.1] # density gradient
weight: 1.0
- model: happzy2633/qwen2.5-7b-ins-v3
parameters:
density: 0.5
weight: [0, 0.3, 0.7, 1] # weight gradient
- model: AIDC-AI/Marco-o1
parameters:
density: 0.33
weight:
- filter: mlp
value: 0.5
- value: 0
merge_method: ties
base_model: happzy2633/qwen2.5-7b-ins-v3
parameters:
normalize: true
int8_mask: true
dtype: float16
```
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