Loading profile…

Loading activity…

World & Business

Home
Technology
Gaming
Entertainment
World & Business
Science
Sports
AI

Home
Technology
Gaming
Entertainment
World & Business
Science
Sports
AI

ali (@aliteracy) · Digg

ali

@aliteracy

maximizing entropy @RhodaAI @Stanford

following
followers

Featured in

Technology

Rhoda AI Study: Web Videos Boost Robot Factory Performance

Study tests if larger models trained on web videos improve factory manipulation performance.

16 Sources, 40d ago, first seen 40d ago

Seven pre-trained video-model checkpoints on one chart. Task performance on a real robot (at-speed completion rate: every requirement met within 100 s, 0 to 100%) rises with pre-training quality (DINO FD on held-out web video, log scale, axis reversed so better is to the right). XS, S, M, L are model sizes. The four M points are one model at 0.08×, 0.18×, 0.37× and 1× of its pre-training compute.

AI

Similar Architectures Boost Distillation Over Distant Ones

@aliteracy shares a finding on knowledge distillation between similar and distant model architectures.

3 Sources, 50d ago, first seen 50d ago

Connections

@aliteracy