Editing Models with Task Arithmetic
Paper • 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 grimjim/Llama-3-Oasis-v1-OAS-8B as a base.
The following models were included in the merge:
The following YAML configuration was used to produce this model:
slices:
- sources:
- model: grimjim/Llama-3-Oasis-v1-OAS-8B
layer_range: [0, 32]
parameters:
weight: 0.55
- model: Casual-Autopsy/SOVL-MopeyMule-8B
layer_range: [0, 32]
parameters:
weight: 0.35
- model: Casual-Autopsy/MopeyMule-Blackroot-8B
layer_range: [0, 32]
parameters:
weight: 0.1
merge_method: task_arithmetic
base_model: grimjim/Llama-3-Oasis-v1-OAS-8B
normalize: False
dtype: bfloat16