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cs.LG2026
Invent a Dataset: Measuring Dataset Generation Abilities with Zero Seed Data
Shivalika Singh, Andrija Djurisic, Gbemileke Onilude +2
Building datasets remains one of the most manual and brittle parts of AI development. In this technical report, we focus on the most extreme but also most prevalent setting real wo…
cs.LG2026
SimMerge: Learning to Select Merge Operators from Similarity Signals
Oliver Bolton, Aakanksha, Arash Ahmadian +3
Model merging combines multiple models into a single model with aggregated capabilities, making it a powerful tool for large language model (LLM) development. However, scaling mode…