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 /run/media/kenonix/0054F25B7C8C7F23/make/output_folder10 as a base.
The following models were included in the merge:
The following YAML configuration was used to produce this model:
models:
- model: /run/media/kenonix/0054F25B7C8C7F23/make/output_folder10
# no parameters necessary for base model
- model: /run/media/kenonix/0054F25B7C8C7F23/llama3.1/llama-3.1-8b-komedic-instruct
parameters:
density: 0.6
weight: 0.5
- model: /run/media/kenonix/0054F25B7C8C7F23/llama3.1/Linkbricks-Horizon-AI-Korean-Pro-8B
parameters:
density: 0.4
weight: 0.2
- model: /run/media/kenonix/0054F25B7C8C7F23/llama3.1/Llama-3.1-Korean-8B-Instruct
parameters:
density: 0.4
weight: 0.5
- model: /run/media/kenonix/0054F25B7C8C7F23/llama3.1/Llama-VARCO-8B-Instruct
parameters:
density: 0.4
weight: 0.5
merge_method: dare_ties
base_model: /run/media/kenonix/0054F25B7C8C7F23/make/output_folder10
dtype: bfloat16