Gintare Karolina Dziugaite

@gkdziugaite.bsky.social

Sr Research Scientist at Google DeepMind, Toronto. Member, Mila. Adjunct, McGill CS. PhD Machine Learning & MASt Applied Math (Cambridge), BSc Math (Warwick). gkdz.org

Excited to share our research on what matters in sparse LLM pre-training. Stop by our poster @ ICLR 🗓️ April 24th session #2.

Tian Jin@tjin.bsky.social · last yr.

📣 The Journey Matters: Our #ICLR2025 paper shows how to pretrain sparse LLMs with half the size of dense LLMs while maintaining quality. We found that the average parameter count during sparse pre-training predicts quality, not final size. An MIT/Rice/Google/ISTA collab 🧵 1/N