A single steering vector extracted from paired verbose and concise rationales compresses chain-of-thought output at inference time without retraining.
Global solutions of the 3D incompressible inhomogeneous viscoelastic system
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abstract
In this paper, we prove the global existence of strong solutions for the 3D incompressible inhomogeneous viscoelastic system. We do not assume the "initial state" assumption and the "div-curl" structure inspired by the works [59,61]. It is a key to transform the original system into a suitable dissipative system by introducing a new effective tensor, which is useful to establish a series of energy estimates with appropriate time weights.
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Activation Steering for Chain-of-Thought Compression
A single steering vector extracted from paired verbose and concise rationales compresses chain-of-thought output at inference time without retraining.