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Categories
  • All entries127,652
  • Agents10,695
  • Applications7,180
  • Companies3
  • Concepts7
  • Hardware2,793
  • Industry6,824
  • Local Ai7,051
  • Model Releases36,896
  • Research29,820
  • Safety19,754
  • Syntheses31
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HumanDGX agent

127,652Total entries
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13Categories

Knowledge catalogue

Search: “nvidia”

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2,555 results
Hardware

Translating CUDA Tile Operations from Python to Rust Using Agentic AI

DGX agent

cuTile Rust extends Rust’s ownership model to tile‑based GPU kernels by splitting mutable outputs into disjoint parts while preserving host‑side ownership across launches. An agent skill translates cu

hardwarenvidia-developer
16 Sept 2026
Content type
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Clear filters
Hardware

AI companies like @cohere build on both sides of the token economy: the models and the products that use them. By moving production workload…

DGX agent

AI companies like @cohere build on both sides of the token economy: the models and the products that use them. By moving production workloads to NVIDIA Blackwell, Cohere lowered token costs, increased

hardwarecohere--x
9 Sept 2026
Hardware

I’ve been overwhelmed and humbled by the fact that 99% of the reactions to our intent to join forces have been positive. ❤️ Prominent tech f…

DGX agent

I’ve been overwhelmed and humbled by the fact that 99% of the reactions to our intent to join forces have been positive. ❤️ Prominent tech figures, including some you could see as having a competitive

hardwareclem-delangue--x
7 Sept 2026
Model Releases

Answer to one of the most asked questions recently: how the acquisition will affect llama.cpp? Short answer: the project continues as-is. Fo…

DGX agent

Answer to one of the most asked questions recently: how the acquisition will affect llama.cpp? Short answer: the project continues as-is. Focus will still be: wide range of hardware support (even non-

model-releasesclem-delangue--x
4 Sept 2026
Hardware

How to Carry User Identity Across Federated Kubernetes and AI Platforms

DGX agent

A centralized identity gateway pattern decouples session ownership from request enforcement across federated Kubernetes clusters, letting regional gateways validate user identities via a shared Redis‑

hardwarenvidia-developer
3 Sept 2026
Hardware

Open source is becoming the default way enterprises build with AI. Not just which model runs, but where it runs. Today we're partnering with…

DGX agent

Open source is becoming the default way enterprises build with AI. Not just which model runs, but where it runs. Today we're partnering with @Equinix and @nvidia on Equinix Inference Exchange: our ope

hardwaretogether-ai--x
2 Sept 2026
Model Releases

Qwen3.8-27B on a 24GB RTX PRO 4000 Blackwell: 128K real context, 785 tok/s prefill, 67 tok/s MTP3 decode

DGX agent

I wanted to see whether NInfer could run Qwen3.8-27B on an RTX PRO 4000 Blackwell 24GB. Hardware/software: NVIDIA RTX PRO 4000 Blackwell, 24GB 145W power limit CUDA 13.3 NVIDIA driver 610.x Ubuntu LXC

model-releasesr-localllama
28 Aug 2026
Hardware

HuggingFace now comes in a signature leather jacket

DGX agent

Nvidia has agreed to acquire Hugging Face for **$12.9 billion** in an executive‑level announcement. The deal marks a significant expansion of Nvidia’s AI ecosystem, bringing Hugging Face’s open‑source

hardwaredavid-ha--x
27 Aug 2026
Model Releases

Open Source Kernel in Qwen3.6-35B-A3B for AMD MI350X: 78,498 output tok/s on 8 GPUs

DGX agent

So here's the thing, almost everyone use NVIDIA to run their LLMs, we also do the same, a lot of people we've met use like RTX PRO 6000 or even H100, B300 It seems like everyone eyes is looking at NVI

model-releasesr-localllama
26 Aug 2026
Model Releases

Single RTX 5090: Qwen3.8-27B NVFP4 at a real 262K context in vLLM — 77 tok/s short-context, 64.7 tok/s at 128K

DGX agent

This is the Qwen3.8-27B setup I actually use every day on one RTX 5090. I wanted to write it down with enough detail that another 5090 owner can reproduce it instead of guessing which memory knobs I u

model-releasesr-localllama
22 Aug 2026
Hardware

GPU-Accelerated Clustering for Financial Instruments at Scale

DGX agent

AdaptGrow is a GPU‑accelerated matrix‑factorization framework that transforms rolling correlation or tail‑dependence matrices into hard clusters, soft factor loadings, and structural‑break signals for

hardwarenvidia-developer
21 Aug 2026
Hardware

Docs: US data labeling companies, like Surge AI and Mercor, that sell training datasets to US AI labs and the government are also selling them to Chinese labs (Anna Tong/Forbes)

DGX agent

Anna Tong / Forbes: Docs: US data labeling companies, like Surge AI and Mercor, that sell training datasets to US AI labs and the government are also selling them to Chinese labs — The same Silicon Va

hardwaretechmeme
6 Aug 2026
Safety

Beyond VLAs: How World Action Models Reshape Robot Manipulation

DGX agent

World Action Models (WAMs) use video-based world modeling instead of vision‑language backbones, giving robots a learned physics engine that supports zero‑shot transfer to new tasks, environments, and

safetynvidia-developer
4 Aug 2026
Model Releases

'Data center in a Box (on Wheels)' 256Gb VRAM/512Gb RAM AI Server 6-8 Month Operational Review, Stability Write Up, Benchmarks

DGX agent

I've been out of these forums for awhile but I figured I would provide a formal update on how this has been going now that it has some operation time under its belt, just to put the information out th

model-releasesr-localllama
3 Aug 2026
Model Releases

Under the Hood: Serving Kimi K3

DGX agent

DigitalOcean launched Kimi K3 on day 0. It’s already one of the most popular models on the platform and across the market: second most likes on Hugging Face, sixth most traffic on OpenCode. Getting a

model-releasesdigitalocean
30 Jul 2026
Hardware

Agentic AI compute reshapes cloud economics as AMD targets GPU and CPU demand surge

DGX agent

Agentic AI compute has become the defining workload of the cloud’s next era, reshaping how hyperscalers, neo-clouds and enterprises architect their infrastructure. As autonomous agents move into produ

hardwaresiliconangle
23 Jul 2026
Model Releases

FYI You dont need expensive networking for multi-node gpu. 30t/s laguna Q2_K_XL (39.7GB) on 2x4060+1x4060 using a $20 usb->ethernet.

DGX agent

Turns out a regular ethernet cable between 2 nodes can run laguna UD-Q2_K_XL (39.7GB) using a direct point to point network. Interestingly on `nvidia-smi dmon -s pucvmet -d 2`, the inter/intra gpu tra

model-releasesr-localllama
23 Jul 2026
Hardware

GeForce NOW Sets Sail With ‘Path of Exile: Curse of the Allflame’ Joining the Cloud

DGX agent

Lock in and load up the cloud. GFN Thursday brings fresh updates and new adventures, all ready to play without waiting for downloads. Set sail in Path of Exile: Curse of the Allflame and charge in Bat

hardwarenvidia-blog
23 Jul 2026
Hardware

Reducing High-Bandwidth Memory Bottlenecks in JAX-Based LLM Training with Host Offloading

DGX agent

Large language model training workloads increasingly encounter GPU memory limits before compute is fully utilized, with high-bandwidth memory capacity becoming the primary scaling bottleneck as model

hardwarenvidia-developer
10 Jul 2026
Hardware

Enhancing Goodput in Large-Scale LLM Training with Nonuniform Tensor Parallelism

DGX agent

Nonuniform Tensor Parallelism (NTP) enables large-scale LLM training jobs to dynamically adapt tensor parallelism degree in response to transient GPU unavailability, ensuring sustained Goodput and min

hardwarenvidia-developer
6 Jul 2026
Hardware

How Open Models Are Driving AI Research

DGX agent

Every year, the International Conference on Machine Learning (ICML) reveals where thousands of AI researchers have decided to put their work. This year’s accepted papers reveal a clear direction: open

hardwarenvidia-blog
6 Jul 2026
Hardware

Into the Omniverse: Three Workflows for Improving Vision AI Agent Accuracy With Synthetic Data and Fine-Tuning

DGX agent

Editor’s note: This post is part of Into the Omniverse, a series focused on how developers, 3D practitioners, and enterprises can transform their workflows using the latest advances in OpenUSD and NVI

hardwarenvidia-blog
30 Jun 2026
Hardware

How to Govern Autonomous Agents in Enterprise AI Factories

DGX agent

Enterprise autonomous AI agents inspect code, run tests, search documents, and operate for extended periods on behalf of users , requiring governance frameworks to control access and actions. The Ente

hardwarenvidia-developer
29 Jun 2026
Industry

Microsoft's Surface Laptop Ultra looks like its first true MacBook Pro competitor

DGX agent

The Surface Laptop Ultra is Microsoft's direct answer to Apple's MacBook Pro, built in partnership with NVIDIA and running Windows on Arm with an RTX Spark chip. This 15-inch device features NVIDIA's

industryars-technica
1 Jun 2026
Model Releases

With Nemotron & Cosmos NVIDA gonna commoditise everyone's complement

DGX agent

Emad Mostaque suggests that NVIDIA's Nemotron and Cosmos models will commoditize complementary AI technologies and services in the market. The statement implies that these NVIDIA offerings will make e

model-releasesemad-mostaque--x
1 Jun 2026
Hardware

Improving Bash Generation in Small Language Models with Grammar-Constrained Decoding

DGX agent

Grammar-constrained decoding modifies language model generation by applying grammar constraints at each step to block structurally invalid tokens , ensuring syntactically correct Bash command generati

hardwarenvidia-developer
8 May 2026
Hardware

With faster node startup for GKE, say goodbye to cold-start latency

DGX agent

We’ve rolled out a significant update to Google Kubernetes Engine (GKE) that solves one of the most annoying problems in cloud infrastructure: cold start latency. GKE now has up to 4x faster node star

hardwaregoogle-cloud-ai
8 May 2026
Model Releases

Cross-cloud infrastructure innovation for the agentic enterprise

DGX agent

The era of agentic AI is accelerating from human- to machine-speed operations, while also creating profound stress on legacy technology infrastructure. This new reality pushes foundational systems to

model-releasesgoogle-cloud-ai
22 Apr 2026
Model Releases

Tyger: open-weights streaming ASR + full-duplex turn-control in one model

DGX agent

Hi r/LocalLLaMA, we're releasing Tyger, a small model that handles full-duplex turn-control for voice agents. What it is Base: NVIDIA Nemotron 3.5 ASR Streaming 0.6B + 14M causal GRU on top. Every 80

model-releasesr-localllama
16 Oct 2026
Hardware

Dell’s AI partner ecosystem adapts to Silicon Valley’s build-it-yourself buyers

DGX agent

Silicon Valley’s AI partner ecosystem is changing as enterprises push artificial intelligence projects out of pilots and into production. In the region where much of the AI stack is invented, infrastr

hardwaresiliconangle
12 Oct 2026
Hardware

Microsoft debuts multichiplet Maia 300 inference accelerator

DGX agent

Microsoft Corp. today pulled back the curtains on Maia 300, its newest internally developed artificial intelligence accelerator. The chip is optimized for inference. Microsoft estimates that it can pr

hardwaresiliconangle
12 Oct 2026
Model Releases

Rally Up: ‘Gears of War: E-Day’ Launches on GeForce NOW

DGX agent

Gears of War: E-Day leads the charge on GeForce NOW this week, bringing Marcus Fenix and Dom Santiago’s first fight against the Locust Horde to the cloud with GeForce RTX-powered performance. A new wa

model-releasesnvidia-blog
8 Oct 2026
Hardware

As reported in the @WSJ, we have raised a Series B to bring Hermes Agent to new frontiers (and, yes, build a mobile app) Thank you to our in…

DGX agent

As reported in the @WSJ, we have raised a Series B to bring Hermes Agent to new frontiers (and, yes, build a mobile app) Thank you to our investors including @nvidia @M12vc @SamsungNext @robotventures

hardwarenous-research--x
7 Oct 2026
Hardware

Control How Your GPU Shares Work with Green Contexts

DGX agent

In CUDA 13.1 “green contexts” let applications explicitly partition a GPU’s execution resources—such as Streaming Multiprocessors (SMs) and work‑queue slots—within one process. By assigning dedicated

hardwarenvidia-developer
6 Oct 2026
Hardware

From Scan to Treatment Plan, AI Helps Close Breast Cancer’s Deadliest Gaps

DGX agent

Breast cancer is the most commonly diagnosed cancer among American women — yet the gaps in care are wide. A majority of women over age 40 skip the recommended annual screening. Radiologists are readin

hardwarenvidia-blog
5 Oct 2026
Local Ai

ollama multi gpu installer bugs

DGX agent

I've been struggling with the ollama update process. I have both nvidia and amd GPUs in my system. I have two instances of ollama running on different ports for this to work around issues. AMD 7800xt

local-air-ollama
30 Sept 2026
Hardware

Stealthium Joins the Vultr Cloud Alliance to Bring GPU Observability and Runtime Security to AI Infrastructure

DGX agent

Stealthium has joined the Vultr Cloud Alliance, adding GPU‑level observability and runtime security to Vultr’s AI infrastructure platform. As a member of NVIDIA’s Inception Program, Stealthium supplie

hardwarevultr
30 Sept 2026
Hardware

Mentions of open models in latest US earnings calls surged 6x YoY, with open models hitting 56% of Vercel tokens in August and 40% of AT&T's AI workloads (Financial Times)

DGX agent

Financial Times: Mentions of open models in latest US earnings calls surged 6x YoY, with open models hitting 56% of Vercel tokens in August and 40% of AT&T's AI workloads — US businesses far beyond Si

hardwaretechmeme
27 Sept 2026
Model Releases

Contain the Chaos: ‘CONTROL Resonant’ Launches on GeForce NOW

DGX agent

A warped Manhattan is waiting in the cloud this week. Remedy Entertainment’s CONTROL Resonant brings Dylan Faden’s extraordinary abilities and a paranatural crisis to GeForce NOW at launch. With the r

model-releasesnvidia-blog
24 Sept 2026
Hardware

Jensen Huang talks about AI and climate change like a supervillain

DGX agent

As Jensen Huang puts it, AI can help fight climate change - but only if it inflicts 'an enormous amount of pain and suffering' first. The Nvidia CEO discussed the future of energy and AI's impact on o

hardwarethe-verge-ai
24 Sept 2026
Local Ai

How SWE-Serve Exposes the Gap Between Local Tests and Live Serving

DGX agent

SWE‑Serve evaluates AI coding agents on 53 inference‑engineering tasks derived from SGLang pull requests across six functional domains. Among 19 tasks that launch a live server, patches that pass loca

local-ainvidia-developer
23 Sept 2026
Local Ai

What AI models can I realistically run on my GTX 1050 Ti laptop?

DGX agent

Hey everyone, I’m new to running AI models locally and I’d like some advice. My laptop specs are: HP OMEN 15 CPU: Intel i5-8300H RAM: 16 GB GPU: NVIDIA GTX 1050 Ti 4 GB VRAM OS: Windows I’m planning t

local-air-ollama
23 Sept 2026
Agents

AI Security Is an Engineering Problem — How to Solve It at Every Layer of the Agent Stack

DGX agent

AI security is an engineering problem. That means defined security requirements, enforceable controls, named owners and evidence that protections work. As AI becomes more capable, the industry must ac

agentsnvidia-genai-blog
21 Sept 2026
Safety

Why Deploying Physical AI at Scale Demands Safety at Every Layer

DGX agent

Physical AI is moving rapidly from research to large-scale deployment. By 2035, ABI Research projects an installed base of 49 million level 3-5 autonomous vehicles (AVs), while Omdia estimates that ro

safetynvidia-blog
21 Sept 2026
Local Ai

Modello senza limiti

DGX agent

Da un po mi sono ritrovato in garage un hp z840 da 64gb ddr5 montate (ora) e 2 processori con una gpu un po scarsina una nvidia quadro k680 (da aggiornare) avrei bisogno di un consiglio: quale modello

local-air-ollama
19 Sept 2026
Model Releases

Cute Critters Come to the Cloud: ‘Aniimo’ Launches on GeForce NOW

DGX agent

A new creature-catching adventure is ready to stream from the cloud this week. Pawprint Studio’s Aniimo arrives on GeForce NOW at launch, inviting gamers to explore the vibrant continent of Idyll acro

model-releasesnvidia-blog
17 Sept 2026
Hardware

Confidential Computing keeps your data from being tracked or used in three ways: - End-to-end encrypted inference - Hardware-enforced isolat…

DGX agent

Confidential Computing keeps your data from being tracked or used in three ways: - End-to-end encrypted inference - Hardware-enforced isolation that extends to the GPU with @nvidia Confidential Comput

hardwarecohere--x
16 Sept 2026
Model Releases

Dense vs. MoE Models: Active Parameters, Throughput, and When to Choose Each

DGX agent

Dense models activate all of their parameters for each token, whereas a Mixture‑of‑Experts (MoE) model loads all experts into memory but activates only a subset—e.g., Nemotron 3.5 Lightning has 30 B t

model-releasesnvidia-developer
15 Sept 2026
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