DELLA-Merging: Reducing Interference in Model Merging through Magnitude-Based Sampling
Paper
• 2406.11617 • Published
• 10
This is a merge of pre-trained language models created using mergekit.
This model was merged using the DELLA merge method using marketeam/Phi-Marketing as a base.
The following models were included in the merge:
The following YAML configuration was used to produce this model:
models:
- model: marketeam/Phi-Marketing
parameters:
weight: 1.0
- model: OEvortex/EMO-phi-128k
parameters:
weight: 1.0
merge_method: della
base_model: marketeam/Phi-Marketing
parameters:
density: 0.7
lambda: 1.1
epsilon: 0.2