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samlaki.bsky.social
Emissary at the machine frontier. this site is green baby
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Delighted to share our new position paper: arxiv.org/abs/2412.16075! The o1/o3 path to math reasoning is based on LLMs and large-scale test-time search. We argue for a different path that uses formal proof assistants for ✅ creating high-quality synthetic data ✅ rigorous test-time feedback. (1/2)

Mini thread on developer trust for #AMD. Effectively: the default assumption for AMD is that the stack will be broken. The community tried to help, but as Dave Airlie said years ago “throwing source code over the fence doesn’t make you FOSS” #HPC #ROCm

youtu.be/gRqoXy-0d84

Splendid stuff; very digestible and usable: arxiv.org/abs/2412.05239 'Conditions for uniform in time convergence: applications to averaging, numerical discretisations, and mean-field systems' - Katharina Schuh, Iain Souttar

wow TTT is truly incredible.... @pinkddle.bsky.social how were your experiments with it??

structured matrices save me

i need a huge TV as a monitor fr

i need a menhera

Just had a new paper hit the arxiv (will appear at NeurIPS '24), joint with Sungjin Im, Thomas Lavastida, Ben Moseley, Aidin Niaparast, and @vsergei.bsky.social: arxiv.org/abs/2411.16030 . I think it's super cool, so a quick thread!

how it feels to use a fountain pen for the first time in 10 years and write absolute chicken scratch

arrgh goddamn roommates have a party with a loudass speaker

question for ML people out there: is there any model/ optimizer/ algorithm out there (for any kind of ML task) that will make your life much easier but it incredibly godawful slow to be worth considering practically?

Super fun Time earlier today at the “Democratizing Al Accelerators for HPC Applications" BoF!

video uploads take a lil bit longer

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wow this fella supports avif uploads too

time for a rewatch

need

given the recent focus in test time compute we might see renewed interest in online and meta learning optimization. time to undust those OGD and MAML papers

100 followers 🎉🥳 Won’t let you guys down, math content is coming! (just need 6000 more to catch up)