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RUCAIBox
RUCAIBox
PulseAugur coverage of RUCAIBox — every cluster mentioning RUCAIBox across labs, papers, and developer communities, ranked by signal.
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RECENT · PAGE 1/1 · 2 TOTAL
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New optimizer Ares adapts to LLM reinforcement learning dynamics
Researchers have developed a new optimization principle for large language models (LLMs) undergoing reinforcement learning with verifiable rewards (RLVR). They observed that RLVR gradients concentrate into a shrinking s…
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SpectralShift enhances Gated DeltaNet context windows via spectral reparameterization · 2 sources tracked
Researchers have introduced SpectralShift, a novel method for extending the context window of Gated DeltaNet (GDN) models, which utilize linear attention mechanisms. Unlike previous approaches that focused on continued …