metadata
base_model:
- Qwen/Qwen2.5-Math-7B-Instruct
- Qwen/Qwen2.5-7B-Instruct
library_name: transformers
tags:
- mergekit
- merge
merge
This is a merge of pre-trained language models created using mergekit.
Merge Details
Merge Method
This model was merged using the Task Arithmetic merge method using Qwen/Qwen2.5-7B-Instruct as a base.
Models Merged
The following models were included in the merge:
Configuration
The following YAML configuration was used to produce this model:
slices:
- sources:
- model: Qwen/Qwen2.5-7B-Instruct
layer_range: [0, 7]
- model: Qwen/Qwen2.5-Math-7B-Instruct
layer_range: [0, 7]
parameters:
weight: [0, 1]
lambda: 0
- sources:
- model: Qwen/Qwen2.5-7B-Instruct
layer_range: [7, 14]
- model: Qwen/Qwen2.5-Math-7B-Instruct
layer_range: [7, 14]
parameters:
weight: [0, 1]
lambda: 0.25
- sources:
- model: Qwen/Qwen2.5-7B-Instruct
layer_range: [14, 21]
- model: Qwen/Qwen2.5-Math-7B-Instruct
layer_range: [14, 21]
parameters:
weight: [0, 1]
lambda: 0.5
- sources:
- model: Qwen/Qwen2.5-7B-Instruct
layer_range: [21, 28]
- model: Qwen/Qwen2.5-Math-7B-Instruct
layer_range: [21, 28]
parameters:
weight: [0, 1]
lambda: 0.75
merge_method: task_arithmetic
base_model: Qwen/Qwen2.5-7B-Instruct
dtype: float16