Language Models are Super Mario: Absorbing Abilities from Homologous Models as a Free Lunch
Paper • 2311.03099 • Published • 32
This is a merge of pre-trained language models created using mergekit.
This model was merged using the DARE TIES merge method using /content/models/berkeley-nest/Starling-LM-7B-alpha as a base.
The following models were included in the merge:
The following YAML configuration was used to produce this model:
models:
- model: /content/models/berkeley-nest/Starling-LM-7B-alpha
- model: /content/models/teknium/OpenHermes-2.5-Mistral-7B
parameters:
density: 0.56
weight: 1.02
merge_method: dare_ties
base_model: /content/models/berkeley-nest/Starling-LM-7B-alpha
parameters:
int8_mask: true
dtype: bfloat16