GitHub implementation has reached 11K stars and 1K forks.
Sewon Min#158
LEANN just won the Best Paper Award at #MLSys26 🥹
still processing this.
paper: https://arxiv.org/abs/2506.08276 repo: https://github.com/yichuan-w/LEANN
huge thanks to all the amazing collaborators, advisors, and open-source contributors who made this possible ❤️
Many users congratulated the LEANN authors on winning the MLSys 2026 Best Paper Award for private on-device RAG, calling the achievement well-deserved and expressing excitement about the collaboration.
Congratulations on the MLSys 2026 best paper! Looking forward to your presentation today!
LEANN just won the Best Paper Award at #MLSys26 🥹
still processing this.
paper: https://arxiv.org/abs/2506.08276 repo: https://github.com/yichuan-w/LEANN
huge thanks to all the amazing collaborators, advisors, and open-source contributors who made this possible ❤️
@YichuanM congrats!
huge shoutout to @andylizf, one of the most talented collaborators and genuinely one of my favorite people to cook with. (and yeah... our next project might be even crazier 👀, stay tuned!)
Also huge thanks to all the amazing collaborators at Berkeley SkyLab/BAIR @BerkeleySky, @berkeley_ai, who helped make LEANN possible: @LynnLiu41887950, Yongji, @ziming_mao, @ylzhao_dreamer, Xiao, Zhiying, and @yangzhouy.
also deeply grateful to our advisors: @istoica05, @sewon__min, @matei_zaharia, and @profjoeyg. I've learned so much from all of them.
and most importantly, thank you to all the open-source contributors ❤️every issue, PR, discussion, and piece of feedback made LEANN better.
@YichuanM Congrats, Yichuan!!
Our talk will be at the Research Track Oral Presentation: Best Paper Session on Tue 8:45AM at #MLSys26 ,hope to see you there! Happy to chat more about search agents, agent infrastructure, LLM serving, and LLM post-training as well.
@YichuanM Congrats!
@YichuanM Congrats Yichuan!! very well deserved!
@YichuanM congrats my dude yichuan!
@YichuanM congrats!
@YichuanM @tqchenml Congrats!
@YichuanM do the LEANN speedups hold up on edge hardware, or mostly tuned for A100-class
@YichuanM Congrats!
@YichuanM Congratulations!!
@YichuanM Congrats!!!
@YichuanM Congrats!!!
@YichuanM Congrats!
@YichuanM @BerkeleySky thank you so much Yichuan 🥹❤️
so grateful we got to build LEANN together. from the system and experiments to the paper and open source release, this has been such a special journey.
more soon 👀
@hsu_byron @YichuanM 97% less storage and fully private. We are buidl differently.
@YichuanM Congrats!
@YichuanM Cool!
