Editing Models with Task Arithmetic
Paper
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2212.04089
•
Published
•
7
This is a merge of pre-trained language models created using mergekit.
This model was merged using the Task Arithmetic merge method using Qwen/Qwen2.5-1.5B as a base.
The following models were included in the merge:
The following YAML configuration was used to produce this model:
# Union Tokenizer Generation
base_model: Qwen/Qwen2.5-1.5B
models:
- model: Qwen/Qwen2.5-1.5B-Instruct
parameters:
weight: 1.0
- model: Qwen/Qwen2.5-Math-1.5B
parameters:
weight: 1.0
- model: Qwen/Qwen2.5-Coder-1.5B
parameters:
weight: 1.0
merge_method: task_arithmetic
parameters:
normalize: false
lambda: 1.0
dtype: float16
tokenizer:
source: union