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News

Nebius
nebius.com > customer-stories > ultimate-bots

The dance crew, the robot and the AI Cloud: How Ultimate Bots built physical AI on Nebius

1+ day, 7+ hour ago   (706+ words) The league and the accessibility thesis The Ultimate Bots Studio app Under the hood — Nebius Serverless The foundation — NVIDIA Sonic Earlier this spring, Ultimate Bots invited a TURF crew into its San Francisco lab. The dancers arrived with a clear…...

Nebius
nebius.com > blog > posts > inside-the-nebius-pytorch-deepseek-v3-recipe

Inside the Nebius + PyTorch DeepSeek V3 recipe: NVSHMEM and DeepEP for wide expert parallelism

2+ day, 8+ hour ago   (813+ words) The alternative is GPU-initiated RDMA. NVSHMEM and DeepEP let GPUs read and write each other’s memory directly: across nodes, from inside CUDA kernels, with minimal CPU involvement. On Nebius, adding DeepEP to a DeepSeek V3 training run on 256 B200 GPUs lifted model…...

Nebius
nebius.com > newsroom > nebius-introduces-business-model-to-scale-ai-cloud-globally-through-infrastructure-partnerships

Nebius introduces business model to scale AI cloud globally through infrastructure partnerships

1+ week, 3+ day ago   (161+ words) Nebius Under the model, partners finance and own the infrastructure and hardware, and operate the data centers. Nebius supplies its systems architecture and supply-chain access; deploys and maintains its hardware design and software and services stack on the partner infrastructure;…...

Nebius AI
nebius.com > events > webinar-the-model-optimization-loop

From production data to faster inference: the model optimization loop

2+ week, 1+ day ago   (76+ words) Nebius AI Using speculative decoding as a concrete example, we’ll show how teams can turn real production data into workload-specific draft models and make informed trade-offs between latency, throughput, quality, and cost instead of optimizing for token price alone. This…...

Nebius AI
nebius.com > blog > posts > langchain-tunes-deep-agents-for-nemotron-3-ultra

LangChain tunes Deep Agents for NVIDIA Nemotron 3 Ultra: top open-model accuracy at 10x lower cost with Nebius Agents Blueprint

2+ week, 3+ day ago   (301+ words) The Nebius Agents Blueprint already pairs LangChain Deep Agents with open-source models including NVIDIA Nemotron 3 Ultra served on Nebius Token Factory, giving you a production-ready foundation for building AI agents. Support for the NVIDIA Nemotron optimized Deep Agents profile is…...

nebius.com
nebius.com > events > longevity-ai-hackathon

Longevity × AI Hackathon

3+ week, 4+ day ago   (137+ words) Nebius as Headline Sponsor of the hackathon, will provide GPU access, curated datasets, reference architectures, and Token Factory credits for LLM workloads, distributed to teams before the event, so the on-site clock is spent building, not scoping. Teams will tackle…...

nebius.com
nebius.com > events > techbbq-2026

TechBBQ 2026

3+ week, 5+ day ago   (146+ words) Nebius is proud to be an International Conqueror Partner at TechBBQ 2026, with a presence in the Life Science & Deep Tech area. The Nordics are producing some of the most technically ambitious AI companies in Europe. At our booth, the Nebius…...

nebius.com
nebius.com > events > nordic-tech-week-2026

Nordic Tech Week 2026

3+ week, 5+ day ago   (127+ words) Find us at Nordic Tech Week, 7–11 September in Stockholm, the largest tech week in the Nordics, where 300+ independently hosted events, 25,000+ attendees, and the entire regional ecosystem converge for five days. Stockholm is the perfect backdrop: a world-class engineering talent pool,…...

nebius.com
nebius.com > blog > posts > train-the-draft-model-for-your-workload

Train the draft model for your workload

1+ mon, 13+ hour ago   (706+ words) Speculative decoding is usually introduced as a throughput trick: run a small, fast draft model ahead of the large one, verify its guesses in parallel, and watch tokens per second climb. That framing undersells what it actually does in production....

nebius.com
nebius.com > blog > posts > mlperf-training-v6-0-results

MLPerf® Training 6.0: Leading NVIDIA HGX B300 and competitive NVIDIA GB300 NVL72 results on NVIDIA Blackwell Ultra systems

1+ mon, 1+ week ago   (558+ words) Independently verified results mean more than any claim we could make ourselves. That’s why we submit to MLPerf® every round. For MLPerf® Training 6.0, we submitted six configurations powered by NVIDIA Blackwell Ultra systems: NVIDIA HGX B300 and NVIDIA GB300 NVL72. [1]-[12] Nebius posted the…...