Editing Models with Task Arithmetic
Paper
•
2212.04089
•
Published
•
7
This model is surprisingly usable, despite being an abomination.
Mergekit GUI, although it is my own duplicate, uploading to Stupidity-AI instead.
No clue.
Me.
USA.
Check the "last updated" field, stupid.
This is a merge of pre-trained language models created using mergekit.
This model was merged using the Task Arithmetic merge method using Qwen/Qwen2.5-0.5B-Instruct as a base.
The following models were included in the merge:
The following YAML configuration was used to produce this model:
base_model: Qwen/Qwen2.5-0.5B-Instruct
dtype: bfloat16
merge_method: task_arithmetic
parameters:
normalize: true
slices:
- sources:
- layer_range: [0, 24]
model: Qwen/Qwen2.5-0.5B-Instruct
- layer_range: [0, 24]
model: Qwen/Qwen2.5-0.5B-Instruct
parameters:
weight: [1.0, -1.0, 1.0, -1.0, 1.0]
- layer_range: [0, 24]
model: Qwen/Qwen2-0.5B-Instruct
parameters:
weight: [-1.0, 1.0, -1.0, 1.0, -1.0]