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 Kukedlc/NeuralSynthesis-7B-v0.1 as a base.
The following models were included in the merge:
The following YAML configuration was used to produce this model:
models:
- model: Kukedlc/NeuralSynthesis-7B-v0.1
parameters:
density: 0.53
weight: 0.4
- model: BioMistral/BioMistral-7B-DARE
parameters:
density: 0.53
weight: 0.3
merge_method: dare_ties
tokenizer_source: union
base_model: Kukedlc/NeuralSynthesis-7B-v0.1
parameters:
int8_mask: true
dtype: bfloat16
Totally Free + Zero Barriers + No Login Required