3 papers indexed here
We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.
Not the right person? Other researchers publish under this name.
Spectral variants of low-rank adaptation (LoRA) choose both a subspace and which factor to freeze. We separate these choices by freezing the input factor A or output factor B on the top or bottom singular directions of pretrained weights, with learning rates selected separately. At rank 2, the same-band advantage of fr...
MGT-B provides a modest, reproducible local improvement on MATH-500 in the studied configuration, but the effect does not transfer to Omni-MATH and should not be interpreted as a general improvement in mathematical reasoning.
A training-free decoding controller that combines a degeneration-aware alarm score fusing token uncertainty with explicit verbatim repetition and a calibrated e-process-inspired sequential detector, and finds that non-termination, rather than looping, is the dominant failure mode on GSM8K.
We use cookies to run the site and, with your consent, for analytics and to show ads. See our Cookie Policy.
