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 gradientai/Llama-3-8B-Instruct-Gradient-1048k as a base.
The following models were included in the merge:
The following YAML configuration was used to produce this model:
models:
- model: gradientai/Llama-3-8B-Instruct-Gradient-1048k
# No parameters necessary for base model
- model: aaditya/Llama3-OpenBioLLM-8B
parameters:
density: 0.6
weight: 0.66
merge_method: dare_ties
base_model: gradientai/Llama-3-8B-Instruct-Gradient-1048k
parameters:
int8_mask: true
dtype: bfloat16