Model soups: averaging weights of multiple fine-tuned models improves accuracy without increasing inference time
Paper
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2203.05482
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Published
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7
gemma2b_peft_safe
This is a merge of pre-trained language models created using mergekit.
Merge Details
Merge Method
This model was merged using the Linear merge method.
Models Merged
The following models were included in the merge:
- /kaggle/working/peft-harmful-finetune-model
- google/gemma-2-2b-it
Configuration
The following YAML configuration was used to produce this model:
models:
- model: google/gemma-2-2b-it
parameters:
weight: 1.0
- model: /kaggle/working/peft-harmful-finetune-model
parameters:
weight: -1.0
merge_method: linear
dtype: bfloat16
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