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 mlabonne/ChimeraLlama-3-8B as a base.
The following models were included in the merge:
The following YAML configuration was used to produce this model:
models:
- model: mlabonne/ChimeraLlama-3-8B
# No parameters necessary for base model
- model: mlabonne/ChimeraLlama-3-8B
parameters:
density: 0.6
weight: 0.2
- model: nbeerbower/llama-3-dragonmaid-8B
parameters:
density: 0.55
weight: 0.4
- model: cognitivecomputations/dolphin-2.9-llama3-8b
parameters:
density: 0.55
weight: 0.2
- model: WesPro/F2PhenotypeDPO
parameters:
density: 0.55
weight: 0.2
merge_method: dare_ties
base_model: mlabonne/ChimeraLlama-3-8B
parameters:
int8_mask: true
dtype: float16