Sang Cho (@saaaang94) 's Twitter Profile
Sang Cho

@saaaang94

pretrain @xAI | prev-founding engineer at @anyscalecompute | senior committer of @raydistributed | committer of @vllm_project | Github: rkooo567

ID: 781024050848161796

linkhttps://github.com/rkooo567 calendar_today28-09-2016 06:53:39

39 Tweet

554 Followers

387 Following

Sang Cho (@saaaang94) 's Twitter Profile Photo

We are hiring numerics / quantization expert to scale RL (with sehoonkim)! there will be lots of exciting challenges coming with Jax + Sglang + the first Gigawatt cluster in the world (with many hundred thousands of GB200/300)!

sehoonkim (@sehoonkim418) 's Twitter Profile Photo

Looking for 🔢quantization / numerics experts 🔢 for scaled RL training! Quantization is no longer a good-to-have feature, but the key component for building strong intelligence with our world-best RL infra + gigawatt cluster🔥

xAI (@xai) 's Twitter Profile Photo

Introducing Grok 4 Fast, a multimodal reasoning model with a 2M context window that sets a new standard for cost-efficient intelligence. Available for free on grok.com, grok.x.com, iOS and Android apps, and OpenRouter. x.ai/news/grok-4-fa…

Szymon Tworkowski (@s_tworkowski) 's Twitter Profile Photo

Grok 4 Fast is out, for free for everyone! It pushes the frontier of reasoning efficiency and search 🚀 Join our team to maximize intelligence density x.com/i/jobs/1948829…

John Boccio (@johnboccio) 's Twitter Profile Photo

The RL Infrastructure team xAI rolled out a new agent framework internally which was at core of the training run for Grok 4 Fast. It will also be at the core of all our future RL training runs and we need the best talent in the world to fully harness the power of Colossus 2 👀.

Byron Hsu (@hsu_byron) 's Twitter Profile Photo

At xAI, we are building the world’s most advanced inference system on tens of thousands of GPUs. It has been a fun journey to support the Grok 4 Fast long-context model end-to-end, from autoscaling, disaggregated serving, to model parallelism. Please DM me or apply to the below

Ying Sheng (@ying11231) 's Twitter Profile Photo

Deterministic inference, here you are. True on-policy RL is on the way. Although we are mostly using off-policy, having a deterministic mode will make many things easier!

Lianmin Zheng (@lm_zheng) 's Twitter Profile Photo

The main branch of sglang now supports deterministic inference with user-specified per-request seeds! It utilized kernels from Thinking Machines and introduced new optimizations & coverage. Run out of box for most hardware backends and pytorch versions.

Yuhuai (Tony) Wu (@yuhu_ai_) 's Twitter Profile Photo

Hiring for a new team building computer control agents. Join us to build Grok5 / macrohard later this year. DM me! Will send out a job post soon too.

Guodong Zhang (@guodzh) 's Twitter Profile Photo

We are hiring to build an AI-native knowledge base/search engine. Apply here if interested: job-boards.greenhouse.io/xai/jobs/49142…

William Fedus (@liamfedus) 's Twitter Profile Photo

Today, Ekin Dogus Cubuk and I are excited to introduce Periodic Labs. Our goal is to create an AI scientist. Science works by conjecturing how the world might be, running experiments, and learning from the results. Intelligence is necessary, but not sufficient. New knowledge is

Today, <a href="/ekindogus/">Ekin Dogus Cubuk</a> and I are excited to introduce <a href="/periodiclabs/">Periodic Labs</a>.

Our goal is to create an AI scientist.

Science works by conjecturing how the world might be, running experiments, and learning from the results.

Intelligence is necessary, but not sufficient. New knowledge is
Tianle (Tim) Li (@litianleli) 's Twitter Profile Photo

I have been waiting for this update! Finally, you can unlock the full potential of Grok 4 and Grok 4 Fast. So much of our training compute involves tool use and agents–––now you can harness Grok exactly as it's built. 🔎🔧🦾

Sang Cho (@saaaang94) 's Twitter Profile Photo

Really proud to see Ray have become the Linux foundation project! It’s been almost 6 years since I first started working on Ray. Still remember when I first worked on the project 100% of tests are flaky lol…

Guodong Zhang (@guodzh) 's Twitter Profile Photo

proud of both the companion and imagine team. We didn't have any usable video gen models 3 months ago and most efforts started 3 months ago.