It's just wild to be able to book a full of b200 for just couple of hours

Who is building lovable for video game

yes and no, dataclass are not good enough. Pydantic model / dataclass are way more expressive and validate the input There is a lib maintain by the Pydantic team that allow for overriding cli and load config via toml, that's all you need github.com/pydantic/pydan…

will brown early-stage AGI has been achieved externally

imagine if gas stations didn't tell you how many gallons you were getting because car mileage was a trade secret and the gas station owned the car companies and you could either buy way overpriced gas per-mile or a monthly "max gas subscription" that turns off randomly sometimes

Computer science should celebrate reaching power of 2 GitHub stars more often

can we cite this tweet in a paper ?

"winning isn’t just about data and distribution; it’s also about taste and trust - something tech giants lost. midjourney wasn’t built by adobe, perplexity by google, cursor by microsoft. There’s never been a better time to be davids fighting goliaths." Hugo Amsellem said the

So many great things in this release and more to come 😉

torchtitan has built it HSDP + diloco support, it's probably the best place right now to start doing decentralized learning research. It also come with support for many arch (llama3,llama4, deepseekv3...) as well as all possible parallelism (6d?). Pytorch team cooked here

Sharing Zachary Charles' open problems for decentralized learning presented at ICML. Many low-hanging fruits will significantly impact the next years, moving beyond the current monolithic training paradigm.

today's mood

we cannot say that google is not shipping fast anymore

maybe I should stop reverting PR saturday morning

Nice way to educate ppl on the fact that not all flops are made equal

What is the best way to work on a branch and let an agent work on another branch at the same time ?