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 unsloth/mistral-7b-instruct-v0.3 as a base.
The following models were included in the merge:
The following YAML configuration was used to produce this model:
models:
- model: unsloth/mistral-7b-instruct-v0.3+jeiku/Theory_of_Mind_Mistral
parameters:
density: 1
weight: 1
- model: unsloth/mistral-7b-instruct-v0.3+jeiku/Luna_LoRA_Mistral
parameters:
density: 1
weight: 1
- model: unsloth/mistral-7b-instruct-v0.3+jeiku/Synthetic_Soul_1k_Mistral_128
parameters:
density: 1
weight: 1
merge_method: dare_ties
base_model: unsloth/mistral-7b-instruct-v0.3
parameters:
normalize: true
dtype: bfloat16