Mamba-130M
PulseAugur coverage of Mamba-130M — every cluster mentioning Mamba-130M across labs, papers, and developer communities, ranked by signal.
-
New research certifies robustness of AI safety heads via contraction condition
Researchers have developed a method to formally certify the robustness of safety classifiers in language models, particularly those based on State Space Models (SSMs). They proved that a key condition, the contraction c…
-
CPU-Class Classifiers Offer Cost-Effective LLM Safety Enforcement
A new research paper proposes GuardChain, a three-stage safety pipeline for LLM deployments that significantly reduces reliance on expensive GPU infrastructure. The study demonstrates that CPU-class classifiers can effe…
-
LiMuon optimizer cuts training costs for large AI models
Researchers have introduced LiMuon, a novel optimizer designed to enhance the efficiency of training large machine learning models. This new optimizer builds upon the existing Muon framework by incorporating momentum-ba…