Model Breadcrumbs: Scaling Multi-Task Model Merging with Sparse Masks
Paper
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2312.06795
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Published
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1
This is a merge of pre-trained language models created using mergekit.
This model was merged using the Model Breadcrumbs merge method using H:\FModels\Ice0.130-16.06 as a base.
The following models were included in the merge:
The following YAML configuration was used to produce this model:
models:
- model: F:\FModels\Ice0.144-15.10-RP
parameters:
weight: 0.5
- model: F:\FModels\Ice0.143-15.10-RP
parameters:
weight: 0.8
merge_method: breadcrumbs
base_model: H:\FModels\Ice0.130-16.06
parameters:
lambda: 0.5
density: 0.9
gamma: 0.01
dtype: bfloat16
chat_template: "alpaca"