Language Models are Super Mario: Absorbing Abilities from Homologous Models as a Free Lunch
Paper
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2311.03099
•
Published
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30
This is a merge of pre-trained language models created using mergekit.
This model was merged using the DARE TIES merge method using huihui-ai/Qwen2.5-7B-Instruct-abliterated as a base.
The following models were included in the merge:
The following YAML configuration was used to produce this model:
models:
- model: Qwen/Qwen2.5-Coder-7B-Instruct
parameters:
weight: 0.5
density: 0.5
- model: Qwen/Qwen2.5-Math-7B-Instruct
parameters:
weight: 0.5
density: 0.5
- model: huihui-ai/Qwen2.5-7B-Instruct-abliterated
parameters:
weight: 0.8
density: 0.8
merge_method: dare_ties
base_model: huihui-ai/Qwen2.5-7B-Instruct-abliterated
dtype: bfloat16