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Model: quangdung/Qwen2.5-1.5b-thinking-task-arithmetic
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---
base_model: []
library_name: transformers
tags:
- mergekit
- merge
---
# qwen2.5-1.5b-thinking-task-arithmetic
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 /workspace/dqdung/khoaluan/model/Qwen2.5-1.5B as a base.
### Models Merged
The following models were included in the merge:
* /workspace/dqdung/khoaluan/model/Qwen2.5-Math-1.5B-Instruct
* /workspace/dqdung/khoaluan/model/DeepSeek-R1-Distill-Qwen-1.5B
### Configuration
The following YAML configuration was used to produce this model:
```yaml
merge_method: task_arithmetic
slices:
- sources:
- model: /workspace/dqdung/khoaluan/model/Qwen2.5-1.5B
layer_range: [0, 28]
- model: /workspace/dqdung/khoaluan/model/Qwen2.5-Math-1.5B-Instruct
layer_range: [0, 28]
parameters:
density: 0.8 # k = 0.8 (top-k% of task vectors to keep)
weight: 0.3 # α = 1.0
- model: /workspace/dqdung/khoaluan/model/DeepSeek-R1-Distill-Qwen-1.5B
layer_range: [0, 28]
parameters:
density: 0.8 # k = 0.8
weight: 0.7 # α = 1.0
merge_parameters:
normalize: false # normalize merged task vectors
dtype: bfloat16
base_model: /workspace/dqdung/khoaluan/model/Qwen2.5-1.5B
```