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 mistralai/Mixtral-8x7B-v0.1 as a base.
The following models were included in the merge:
The following YAML configuration was used to produce this model:
base_model: mistralai/Mixtral-8x7B-v0.1
models:
- model: mistralai/Mixtral-8x7B-Instruct-v0.1
parameters:
density: 0.5
weight: 1.0
- model: ./crunchy-onion-base/
parameters:
density: 0.6
weight: 0.4
- model: jondurbin/bagel-dpo-8x7b-v0.2
parameters:
density: 0.5
weight: 0.3
merge_method: dare_ties
dtype: bfloat16