Language Models are Super Mario: Absorbing Abilities from Homologous Models as a Free Lunch
Paper
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2311.03099
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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 Qwen/Qwen2.5-3B-Instruct as a base.
The following models were included in the merge:
The following YAML configuration was used to produce this model:
merge_method: dare_ties
dtype: bfloat16
normalize: true
base_model: Qwen/Qwen2.5-3B-Instruct
models:
- model: PowerInfer/SmallThinker-3B-Preview # CoT 2 - Detailed & Nuanced
parameters:
weight: 0.4
density: 0.7
- model: prithivMLmods/QwQ-LCoT-3B-Instruct # CoT 3 - Structured & Focused
parameters:
weight: 0.6
density: 0.8