Nondeterminism in LLMs refers to the unpredictability or variability of outputs even when the same input is provided. This is ...

import torch @torch.compile(backend="inductor") def fn(src, index, base_tensor): src = src + 10 torch.use_deterministic_algorithms(True) base_tensor.scatter_(0, index ...

When an outbreak of an infectious disease begins to spread, policymakers face an unenviable challenge. They must decide when to intervene and how forcefully, knowing that their choices carry both ...

I’m trying to make the action outputs deterministic when using FlowmatchingActionHead and eval_policy.py. I fixed the random seed globally and also inside the action head, but I still get different ...

It can take weeks to write a grant proposal, so how would it feel to have a machine reject it in seconds? Researchers in Spain have been finding out, after a major funding foundation in the country ...

Abstract: With a growing penetration of distributed renewable energy, it is becoming increasingly evident that the monitoring service of power distribution area is characterized by multiple ...

Unruly, undigital, and fiercely communal — the Gallagher Bros.' U.S. swing is everything our techno-entertainment world isn't. Which is exactly why we need them. By Steven Zeitchik Senior Editor, ...