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 meta-llama/Meta-Llama-3-70B-Instruct as a base.
The following models were included in the merge:
The following YAML configuration was used to produce this model:
models:
- model: meta-llama/Meta-Llama-3-70B-Instruct
# no parameters necessary for base model
- model: meta-llama/Meta-Llama-3-70B-Instruct
parameters:
weight: 0.50
density: 0.56
- model: meta-llama/Meta-Llama-3-70B-Instruct
parameters:
weight: 0.20
density: 0.50
- model: meta-llama/Meta-Llama-3-70B-Instruct
parameters:
weight: 0.50
density: 0.56
merge_method: dare_ties
base_model: meta-llama/Meta-Llama-3-70B-Instruct
parameters:
int8_mask: true
Base model
meta-llama/Meta-Llama-3-70B