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 context-labs/meta-llama-Llama-3.2-3B-Instruct-FP16 as a base.
The following models were included in the merge:
The following YAML configuration was used to produce this model:
models:
- model: context-labs/meta-llama-Llama-3.2-3B-Instruct-FP16
- model: unsloth/Llama-3.2-3B-Instruct
parameters:
density: 0.6
weight: 0.5
merge_method: dare_ties
base_model: context-labs/meta-llama-Llama-3.2-3B-Instruct-FP16
parameters:
int8_mask: true
dtype: bfloat16