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ResearchFormerly WizWand

Model Merging on TED Talks and XLSum 40 sequential tasks (test)

84S^(γ)K-Merge
49.6858.5967.576.41Oct 15, 2025
Updated 4mo ago

Evaluation results

MethodLinks
K-MergeOrdering=Problem Types, K=5, Backbone=Llama-3.2-1B2025.1084
K-MergeOrdering=Random, K=7, Backbone=Llama-3.2-1B2025.1082
K-Merge++Ordering=Random, K=7, Backbone=Llama-3.2-1B2025.1082
K-Merge++Ordering=Worst, K=7, Backbone=Llama-3.2-1B2025.1082
LinearOrdering=Random, K=7, Backbone=Llama-3.2-1B2025.1081
K-Merge++Ordering=Random, K=5, Backbone=Llama-3.2-1B2025.1081
LinearOrdering=Problem Types, K=5, Backbone=Llama-3.2-1B2025.1080
K-MergeOrdering=Random, K=5, Backbone=Llama-3.2-1B2025.1080
K-Merge++Ordering=Worst, K=5, Backbone=Llama-3.2-1B2025.1080
LinearOrdering=Random, K=5, Backbone=Llama-3.2-1B2025.1079
K-MergeOrdering=Worst, K=7, Backbone=Llama-3.2-1B2025.1078
K-MergeOrdering=Worst, K=5, Backbone=Llama-3.2-1B2025.1075
LinearOrdering=Worst, K=7, Backbone=Llama-3.2-1B2025.1073
K-MergeOrdering=Random, K=3, Backbone=Llama-3.2-1B2025.1073
K-MergeOrdering=Worst, K=3, Backbone=Llama-3.2-1B2025.1073
K-Merge++Ordering=Random, K=3, Backbone=Llama-3.2-1B2025.1073
K-Merge++Ordering=Worst, K=3, Backbone=Llama-3.2-1B2025.1073
TIESOrdering=Problem Types, K=5, Backbone=Llama-3.2-1B2025.1072
TIESOrdering=Random, K=7, Backbone=Llama-3.2-1B2025.1071
LinearOrdering=Random, K=3, Backbone=Llama-3.2-1B2025.1069
LinearOrdering=Worst, K=5, Backbone=Llama-3.2-1B2025.1069
TIESOrdering=Worst, K=7, Backbone=Llama-3.2-1B2025.1067
TIESOrdering=Random, K=5, Backbone=Llama-3.2-1B2025.1065
LinearOrdering=Worst, K=3, Backbone=Llama-3.2-1B2025.1062
TIESOrdering=Worst, K=5, Backbone=Llama-3.2-1B2025.1056
TIESOrdering=Worst, K=3, Backbone=Llama-3.2-1B2025.1052
TIESOrdering=Random, K=3, Backbone=Llama-3.2-1B2025.1051