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cs.LG2025
Global-Order GFlowNets
Lluís Pastor-Pérez, Javier Alonso-Garcia, Lukas Mauch
Order-Preserving (OP) GFlowNets have demonstrated remarkable success in tackling complex multi-objective (MOO) black-box optimization problems using stochastic optimization techniq…
cs.CL2025
On multi-token prediction for efficient LLM inference
Somesh Mehra, Javier Alonso Garcia, Lukas Mauch
We systematically investigate multi-token prediction (MTP) capabilities within LLMs pre-trained for next-token prediction (NTP). We first show that such models inherently possess M…