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 deepseek-ai/DeepSeek-R1-Distill-Qwen-7B 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
base_model: deepseek-ai/DeepSeek-R1-Distill-Qwen-7B
models:
- model: OPENZEKA/qwen2-7B-finetuned
parameters:
weight: 0.3
- model: emirhan10/qwen2-7b-finetuned_waw_new
parameters:
weight: 0.15
- model: Qwen/Qwen2-7B-Instruct
parameters:
weight: 0.15
parameters:
density: 0.55
tokenizer:
source: base
chat_template: auto