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 cognitivecomputations/dolphin-2.9-llama3-8b as a base.
The following models were included in the merge:
The following YAML configuration was used to produce this model:
models:
- model: cognitivecomputations/dolphin-2.9-llama3-8b
- model: Weyaxi/Einstein-v6.1-Llama3-8B
parameters:
weight: 0.5
density: 0.8
merge_method: dare_ties
base_model: cognitivecomputations/dolphin-2.9-llama3-8b
parameters:
int8_mask: true
dtype: bfloat16