50 lines
1.4 KiB
Markdown
50 lines
1.4 KiB
Markdown
|
---
|
|||
|
|
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
|
|||
|
|
|
|||
|
|
```
|