Mathematics
Proofs, numerical methods and mathematical curiosities.
2 articlesRSS
TopicRepliesVotesActivity
EGGROLL: low-rank evolution strategies make gradient-free LLM fine-tuning fast
EGGROLL structures evolution-strategies perturbations as low-rank matrices, giving a 100x speedup for billion-parameter models and GRPO-competitive reasoning post-training.
0 replies0 votes0reply0voteWhat JEPA actually is: LeJEPA's theory and V-JEPA 2's world model, from the papers
What JEPA actually is, per the papers: LeJEPA's theory-grounded objective and V-JEPA 2's video world model and robot planning, with real numbers.
0 replies0 votes0reply0vote