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 meta-llama/Meta-Llama-3-8B-Instruct as a base.
The following models were included in the merge:
The following YAML configuration was used to produce this model:
models:
- model: Sorour/llama3_cls_sentiment_v3
parameters:
weight: 0.25 # weight gradient
- model: Sorour/llama3_cls_fomc_v3
parameters:
weight: 0.25
- model: Sorour/llama3_cls_headline_v3
parameters:
weight: 0.25
- model: Sorour/llama3_cls_finred_v3
parameters:
weight: 0.25
base_model: meta-llama/Meta-Llama-3-8B-Instruct
merge_method: task_arithmetic
dtype: float16