Editing Models with Task Arithmetic
Paper
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2212.04089
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Published
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7
This is a merge of pre-trained language models created using mergekit.
This model was merged using the task arithmetic merge method using DebateLabKIT/Llama-3.1-Argunaut-1-8B-SFT as a base.
The following models were included in the merge:
The following YAML configuration was used to produce this model:
models:
- model: DebateLabKIT/Llama-3.1-Argunaut-1-8B-SFT
parameters:
weight: 1.0 # Base model (no scaling)
- model: allenai/Llama-3.1-Tulu-3-8B
parameters:
weight: 0.5 # Task-specific model (scaled by 0.5)
merge_method: task_arithmetic # Use task arithmetic for merging
base_model: DebateLabKIT/Llama-3.1-Argunaut-1-8B-SFT # Explicitly define the base model