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
This is a merge of pre-trained language models created using mergekit.
This model was merged using the Linear merge method.
The following models were included in the merge:
The following YAML configuration was used to produce this model:
models:
- model: huihui-ai/DeepSeek-R1-Distill-Llama-8B-abliterated
parameters:
weight: 0.6
- model: allenai/Llama-3.1-Tulu-3.1-8B
parameters:
weight: 0.4
merge_method: linear
dtype: bfloat16
tokenizer_source: huihui-ai/DeepSeek-R1-Distill-Llama-8B-abliterated
parameters:
normalize: false