2/ The loader is URI-agnostic: local, s3://, gs://, hf://buckets/... all use identical code. @huggingface Buckets is first-class — Lance's fragment design and Buckets' chunk storage share deduplication primitives, so you get it for free.

Would you like to join the research effort on JEPA and World Models easily? After a full year of hard work, we’re excited to finally release stable-worldmodel: an open-source, scalable platform built to accelerate JEPA & World Model research! 📄: github.com/galilai-group/sta…

🚀 LeWorldModel datasets & checkpoints are now available on Hugging Face! huggingface.co/collections/q… You can plug them directly into stable-worldmodel (github.com/galilai-group/sta…), the engine behind LeWorldModel, to instantly load, run, and start building on top of our models.

JEPA are finally easy to train end-to-end without any tricks! Excited to introduce LeWorldModel: a stable, end-to-end JEPA that learns world models directly from pixels, no heuristics. 15M params, 1 GPU, and full planning <1 second. 📑: le-wm.github.io