…Code is available at https://github.com/eric-ai-lab/Length-Value-Model. View arXiv page View PDF Project page GitHub 11 Add to collection Community Try our demo to see the…
…Rather than exposing a harmful objective in a single prompt, increasingly capable attackers can distribute their intent across multiple benign-looking turns. Recent studies show that even modern commercial models with advanced…
…By actively exploiting the m ode l's inherent spectral bias , CNS systematically steers the generated distribution toward the true data manifold. Extensive experiments demonstrate that CNS significantly outperforms standard ODE and…
…SparDA adds <0.5% parameters and trains only the Forecast projection s by matching the original selector's attention distribution . On two sparse-pretrained 8B models, SparDA matches or slightly improves accuracy…
…Our code is available at https://github.com/xrenaf/MEMLENS. View arXiv page View PDF GitHub 18 Add to collection Community We have open-sourced our code and dataset. Please check out…
…The package can be inspected, invoked, updated through natural-language feedback, rolled back, installed across agent hosts, and optionally prepared for controlled distribution. We describe the artifact contract, generation workflow, correction lifecycle…
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