Language Models are Super Mario: Absorbing Abilities from Homologous Models as a Free Lunch
Paper
• 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 mlabonne/AlphaMonarch-7B as a base.
The following models were included in the merge:
The following YAML configuration was used to produce this model:
models:
- model: mlabonne/AlphaMonarch-7B
# No parameters necessary for base model
- model: Test157t/Kunocchini-7b-128k-test
parameters:
density: 0.43
weight: 0.4
- model: TeeZee/DarkSapling-7B-v2.0
parameters:
density: 0.23
weight: 0.3
- model: NeverSleep/Noromaid-7B-0.4-DPO
parameters:
density: 0.23
weight: 0.3
- model: Endevor/InfinityRP-v1-7B
parameters:
density: 0.2
weight: 0.3
merge_method: dare_ties
base_model: mlabonne/AlphaMonarch-7B
parameters:
int8_mask: true
dtype: bfloat16