Language Models are Super Mario: Absorbing Abilities from Homologous Models as a Free Lunch
Paper
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2311.03099
•
Published
•
30
This is a merge of pre-trained language models created using mergekit.
This model was merged using the DARE TIES merge method using Kunoichi-7B as a base.
The following models were included in the merge:
The following YAML configuration was used to produce this model:
models:
- model: Kunoichi-7B
- model: Loyal-Macaroni-Maid-7B
parameters:
density: 0.53
weight: 0.7
- model: notus-7b-v1
parameters:
density: 0.53
weight: 0.2
- model: openchat_3.5
parameters:
density: 0.53
weight: 0.1
merge_method: dare_ties
base_model: Kunoichi-7B
parameters:
int8_mask: true
tokenizer_source: union
dtype: bfloat16