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 OpenPipe/mistral-ft-optimized-1227 as a base.
The following models were included in the merge:
The following YAML configuration was used to produce this model:
models:
- model: OpenPipe/mistral-ft-optimized-1227
# No parameters necessary for base model
- model: Epiculous/Fett-uccine-7B
parameters:
density: 0.53
weight: 0.4
- model: eren23/ogno-monarch-jaskier-merge-7b-OH-PREF-DPO-v2
parameters:
density: 0.53
weight: 0.35
- model: ChaoticNeutrals/Eris_7B
parameters:
density: 0.53
weight: 0.25
merge_method: dare_ties
base_model: OpenPipe/mistral-ft-optimized-1227
parameters:
int8_mask: true
dtype: bfloat16
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