Institution
Research Studios Austria
Recent research
- BiologyOpen access
Masked cross-entropy is the standard training objective for sequence models. Positions that are not real targets are excluded by comparing each target against a sentinel value, conventionally ignore_index = -100 in PyTorch. We show that when this sentinel is also a valid class in...
- BiologyOpen access
Masked cross-entropy is the standard training objective for sequence models. Positions that are not real targets are excluded by comparing each target against a sentinel value, conventionally ignore_index = -100 in PyTorch. We show that when this sentinel is also a valid class in...
- Materials & EnergyOpen access
Fusion at scale: Critical enablers in global energy transitions
Fusion is a promising sustainable energy source that can potentially contribute to achieving the most ambitious climate goals with firm carbon-free baseload electricity. Due to recent advancements, fusion is transitioning from a purely research stage to a pre-commercialisation ph...
- AI & ComputingOpen access
Canon³ — The Lume Synthetic Organism Canon (L-SOC) Language Architecture Volume I. This paper formally defines Deterministic Language Architecture (DLA) — a new category of language generation system in which output is governed by deterministic architecture rather than probabilis...
- AI & ComputingOpen access
Canon³ — The Lume Synthetic Organism Canon (L-SOC) Language Architecture Volume I. This paper formally defines Deterministic Language Architecture (DLA) — a new category of language generation system in which output is governed by deterministic architecture rather than probabilis...