Language Models are Super Mario: Absorbing Abilities from Homologous Models as a Free Lunch
Paper • 2311.03099 • Published • 36
exl2 quant (measurement.json in main branch)
check revisions for quants
output
This is a merge of pre-trained language models created using mergekit.
Merge Details
Merge Method
This model was merged using the DARE TIES merge method using cgato/Nemo-12b-Humanize-SFT-v0.2-Quarter as a base.
Models Merged
The following models were included in the merge:
Configuration
The following YAML configuration was used to produce this model:
base_model: cgato/Nemo-12b-Humanize-SFT-v0.2-Quarter
config_source: anthracite-org/magnum-v2-12b
tokenizer_source: anthracite-org/magnum-v2-12b
dtype: float16
merge_method: dare_ties
parameters:
normalize: true
int8_mask: true
chat_template: "chatml"
models:
- model: anthracite-org/magnum-v2-12b
parameters:
weight: 0.4
- model: cgato/Nemo-12b-Humanize-SFT-v0.2-Quarter
parameters:
weight: 0.7
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