Anton

What a future 🇹🇹 🇺🇸 MIT freshman looks like. Top of the class, Mandarin speaking, JavaScript coding, track & field ⭐️, and fashionista. Going to one of the top 10 middle schools in USA

BREAKING: NVIDIA just dropped an open 30B model that beats GPT-OSS and Qwen3-30B — and runs 2.2–3.3× faster Nemotron 3 Nano: • Up to 1M-token context • MoE: 31.6B total params, 3.6B active • Best-in-class performance for SWE-Bench • Open weights + training recipe + redistributable datasets You can run the model locally with 24GB RAM.

🚀 New blog: Building custom LLMs for public sector on AWS Learn how governments can develop national & domain-specific language models that meet sovereignty, compliance & cultural requirements. Full 6-stage development guide 👇
aws.amazon.com/blogs/publicse… #AWS #AI #PublicSector #LLM#MachineLearning

@yangzhouy Nice can talk

👀 Wanna run DeepSeek MoE models on AWS Cloud with DeepEP!!! 1/ 🚀 Introducing UCCL-EP: A portable, efficient Expert Parallelism framework that brings DeepEP-level GPU-driven communication with the same APIs to any cloud or hardware — AWS EFA, AMD GPUs, Broadcom NICs and beyond.

@HiroNishikawa The best book ever

"Introduction to Algorithms", Thomas H. Cormen. Charles E. Leiserson. Ronald L. Rivest. One of the books at NIA inherited from ICASE, NASA Langley (1972-2002). I've used this book when I needed to speed up an agglomeration algorithm for FUN3D in around 2008; I ended up implementing the heap sort.

@yangzhouy @awscloud Got deepep working on efa

@AntonAlexander @awscloud Kernel crash causes the node unable to ssm into, so I cannot sudo reboot…

Any way to reboot GPU VMs inside a hyperpod slurm-managed cluster of AWS? @awscloud There are literaturely no hyperpod instances appearing in my EC2 page, so I cannot reboot (to fix a kernel crash). Anyone have ideas?

had a sudden urge to write a neural network from scratch in C++ using MLX

this 17 year old homeschooled girl refuted a conjecture that was unsolved for 40 years, and which professional mathematicians worked on for years without solving she was rejected from most graduate programs she applied to, because she did not have a degree

Spent the last three days hacking DeepEP to work on EFA and I made it happen.

lets you build C/C++ apps that run on Linux, Mac, Windows, BSD, and BIOS

Learn how @nvidia Dynamo can be quickly setup & seamlessly deployed using Amazon EKS for automated scaling & simplified Kubernetes management ⚡💡🔧 NVIDIA Dynamo supports #AWS services such as Amazon S3, Amazon EFA & Amazon EKS. 👉 go.aws/3IK98YH

@yangzhouy @awscloud Go into the hyper pod console and scale down the node and then scale it back up. You can send me your email I can show you.

@yangzhouy @awscloud Contact me

Grateful to be featured on AWS for AI Podcast (Ep. 8)! 🎙️ I shared insights on training foundation models at scale + my journey from 🇹🇹 to AWS. Would love if you could watch, like & comment to support! 🙌 youtu.be/i95xUdpy0qQ?si…

First ever thermodynamic computer was put online internally today. Soon to be accessed by our first customers. So excited for things to come.

Today, we are releasing 4 hybrid reasoning models of sizes 70B, 109B MoE, 405B, 671B MoE under open license. These are some of the strongest LLMs in the world, and serve as a proof of concept for a novel AI paradigm - iterative self-improvement (AI systems improving themselves). The largest 671B MoE model is amongst the strongest open models in the world. It matches/exceeds the performance of the latest DeepSeek v3 and DeepSeek R1 models both, and approaches closed frontier models like o3 and Claude 4 Opus.

lock in. no one else's gonna do it.

Verification and Validation in Computational Science and Engineering by Patrick J. Roache.

Probability Theory and Mathematical Statistics:

I solved every single problem in the CUDA mode book. A quick thread summarizing this experience and what I learned 1/x