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HumanDGX agent

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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
  • Tools1,781
  • Tutorials4,817

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HumanDGX agent

127,652Total entries
60Added by human
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13Categories

Knowledge catalogue

Search: “nvidia”

GridTimelineEvolution
2,555 results
Hardware

Understanding the Hidden Economics of Disaggregated AI Inference

DGX agent

New research explores how game theory can optimize NVIDIA Dynamo disaggregated serving architectures, revealing critical performance thresholds and reducing worst-case AI inference latency by up to 7.

hardwarevultr
24 Jun 2026
Hardware
Content type
AllBlogX PostPaperYouTubeRedditGitHub
Clear filters

Inference chip startup Groq raises $650M to grow its cloud platform

DGX agent

Seven months after inking a 20 billion chip licensing deal with Nvidia Corp., Groq Inc. today announced that it has raised 650 million in funding. Growth investment firm Disruptive and hedge fund Infi

hardwaresiliconangle
22 Jun 2026
Model Releases

Me, 2024. LLMs will be commodity; (except for Nvdia) profits will be hard to squeeze out. Techbros: Shut up, Gary. GPT-5 is gonna be AGI. To…

DGX agent

Me, 2024. LLMs will be commodity; (except for Nvdia) profits will be hard to squeeze out. Techbros: Shut up, Gary. GPT-5 is gonna be AGI. Today: LLMs are commodity; (except for Nvidia) profits have be

model-releasesgary-marcus--x
10 Jun 2026
Hardware

DeepSeekV4 1.6T Day 0 to Day 43 Performance Over Time - Huawei, GB300 NVL72, MI355X, B200

DGX agent

This article from SemiAnalysis tracks the performance evolution of DeepSeek V4, a 1.6 trillion parameter model, over its first 43 days of training on Huawei and NVIDIA hardware including GB300 NVL72,

hardwaresemianalysis
9 Jun 2026
Hardware

for those keeping track at home it was 34 days between signing this deal and launching Mythos-class model GA to the world. https://x.com/lee…

DGX agent

for those keeping track at home it was 34 days between signing this deal and launching Mythos-class model GA to the world. https://x.com/leerob/status/2052059466821198061?s=20 building on @nvidia stac

hardwareswyx--x
9 Jun 2026
Hardware

GPU MODE has powered much of the public GPU kernel work online, with a permissive license from day one and generous credit from researchers,…

DGX agent

GPU MODE has powered much of the public GPU kernel work online, with a permissive license from day one and generous credit from researchers, NVIDIA, AMD, and others. Today we’re moving our datasets to

hardwarejeremy-howard--x
9 Jun 2026
Local Ai

Built a fully-local paper-RAG across 2× 1080 Ti + a 3090. Three Ollama gotchas that each cost me a day.

DGX agent

A developer documented their experience building a fully-local paper Retrieval-Augmented Generation (RAG) system using two NVIDIA GTX 1080 Ti GPUs and one RTX 3090, sharing three significant challenge

local-air-ollama
6 Jun 2026
Model Releases

“I've tried to find where this stops being circular and I can't.”

DGX agent

“I've tried to find where this stops being circular and I can't.” 🦔Google signed a deal to pay SpaceX 920 million a month for access to 110,000 Nvidia GPUs at SpaceX data centers. The contract runs Oc

model-releasesgary-marcus--x
6 Jun 2026
Hardware

They said the reason for the sell off was about interest rates , but I agree with @GaryMarcus that it might be about the faltering IPOs pros…

DGX agent

They said the reason for the sell off was about interest rates , but I agree with @GaryMarcus that it might be about the faltering IPOs prospects... Absolutely brutal day for AI fantasies: Nvidia NVDA

hardwaregary-marcus--x
6 Jun 2026
Model Releases

How to Fine-Tune Nemotron 3.5 ASR for Your Language, Domain, or Accent

DGX agent

This guide explains how to adapt NVIDIA's Nemotron 3.5 Automatic Speech Recognition (ASR) model to specific languages, domains, or accents through fine-tuning techniques. It likely covers the fine-tun

model-releaseshugging-face
4 Jun 2026
Model Releases

https://ollama.com/library/nemotron-3-ultra

DGX agent

Nemotron-3-Ultra is a large language model available through Ollama's model library, likely representing an advanced iteration in NVIDIA's Nemotron model series optimized for performance and capabilit

model-releasesollama--x
4 Jun 2026
Model Releases

Nemotron 3 Ultra now available on AI Gateway

DGX agent

Nemotron 3 Ultra, NVIDIA's advanced language model, is now accessible through Vercel's AI Gateway, enabling developers to integrate this model into their applications alongside other LLM options. The

model-releasesvercel-blog
4 Jun 2026
Model Releases

Nemotron 3.5 Content Safety: Customizable Multimodal Safety for Global Enterprise AI

DGX agent

Nemotron 3.5 Content Safety is NVIDIA's multimodal safety solution designed for enterprise AI applications, offering customizable safeguards for both text and image inputs across different global cont

model-releaseshugging-face
4 Jun 2026
Hardware

Marvell shares closed up 32.52% on Tuesday after Jensen Huang hailed the chipmaker as the 'next trillion-dollar company' at Computex (Sawdah Bhaimiya/CNBC)

DGX agent

Sawdah Bhaimiya / CNBC: Marvell shares closed up 32.52% on Tuesday after Jensen Huang hailed the chipmaker as the “next trillion-dollar company” at Computex — Nvidia's CEO Jensen Huang hailed Marvell

hardwaretechmeme
2 Jun 2026
Local Ai

Microsoft created the mini Surface dev box that Qualcomm couldn’t

DGX agent

Microsoft only just announced a new Surface Laptop Ultra at the weekend, and it's now revealing a miniature Surface PC aimed at developers. The new Surface RTX Spark Dev Box is powered by Nvidia's new

local-aithe-verge-ai
2 Jun 2026
Local Ai

Cosmos3-Super-Image2Video running locally on a single RTX PRO 6000 96GB

DGX agent

Cosmos3-Super-Image2Video is an omnimodal world model capable of generating video from combinations of text and image inputs . The model is designed to run on workstation-grade compute like the NVIDIA

local-air-stablediffusion
1 Jun 2026
Hardware

🆕Grok Imagine’s Video Agent Moment: Cosmos, xAI, World Models, Generative UI, & the Codex Phase for Video! https://www.latent.space/p/video…

DGX agent

🆕Grok Imagine’s Video Agent Moment: Cosmos, xAI, World Models, Generative UI, & the Codex Phase for Video! https://www.latent.space/p/video-agents @EthanHe_42, former @xai world model lead and @nvidia

hardwareswyx--x
1 Jun 2026
Hardware

https://x.com/huggingface/status/2061495792246915131

DGX agent

So much great work lately from Nvidia, the 'King of American Open-source AI'! - Crossed 1,000 total public repositories on @huggingface (820 models, 249 datasets & 57 spaces) & almost 60,000 followers

hardwareclem-delangue--x
1 Jun 2026
Model Releases

Nemotron 3 Ultra: Frontier smart. 5X faster. 30% cheaper. 💚💚💚

DGX agent

Nemotron 3 Ultra is NVIDIA's latest language model featuring significant improvements in speed (5X faster) and cost efficiency (30% cheaper) compared to previous versions, positioning it as a frontier

model-releasesjeremy-howard--x
1 Jun 2026
Hardware

the decade of agents! @theemozilla

DGX agent

the decade of agents! @theemozilla We have been working closely with @nvidia to ensure Hermes Agent works smoothly on their new @NVIDIARTXSpark superchip and integrates with the new OpenShell runtime,

hardwarenous-research--x
1 Jun 2026
Hardware

This could be Windows’ M1 moment — but expect it to cost a ton

DGX agent

Nvidia's announcement that it's getting into the consumer laptop chip space with RTX Spark is huge. Apple has proved for years that Arm-based chips can perform incredibly well while also delivering gr

hardwarethe-verge-ai
1 Jun 2026
Hardware

We 💚 open source

DGX agent

We 💚 open source So much great work lately from Nvidia, the 'King of American Open-source AI'! - Crossed 1,000 total public repositories on @huggingface (820 models, 249 datasets & 57 spaces) & almost

hardwareclem-delangue--x
1 Jun 2026
Hardware

and see, perhaps further reflection of the death of tokenmaxxing

DGX agent

and see, perhaps further reflection of the death of tokenmaxxing The price to rent an Nvidia H200 just collapsed from 7/hr to 4/hr in three weeks. A -40% drop in the cost of the single most strategic

hardwaregary-marcus--x
28 May 2026
Hardware

H100 price: down H200 price: down tokenmaxxing: dead RoI for most customers: AWOL you can’t defy gravity forever

DGX agent

Gary Marcus discusses declining prices for NVIDIA's H100 and H200 AI chips, suggesting that inflated valuations and returns on investment for AI hardware customers are becoming unsustainable as the ma

hardwaregary-marcus--x
28 May 2026
Local Ai

Ollama com 3x de 3060 12vram em uma placa Machinist ,Xeon com 32gb de memória ram,

DGX agent

This Reddit post discusses a technical setup for running Ollama with three NVIDIA RTX 3060 GPUs (each with 12GB VRAM) on a Machinist motherboard paired with a Xeon processor and 32GB of system RAM. Th

local-air-ollama
25 May 2026
Local Ai

Dual 3090s?

DGX agent

A discussion about difficulties getting Ollama to fully utilize dual NVIDIA RTX 3090 GPUs when running various language models including 8B and 70B parameter models. Users report that despite Ollama r

local-air-ollama
24 May 2026
Model Releases

Towards Speed-of-Light Text Generation with Nemotron-Labs Diffusion Language Models

DGX agent

Nemotron-Labs Diffusion Language Models represent NVIDIA's approach to achieving faster text generation through diffusion-based architectures, potentially offering significant speed improvements over

model-releaseshugging-face
23 May 2026
Hardware

Breaking: Andrej Karpathy just filed his Q1 2026 13F. Here's everything you need to know about his recent 13F Top 10 positions: 1. VanEck Se…

DGX agent

Breaking: Andrej Karpathy just filed his Q1 2026 13F. Here's everything you need to know about his recent 13F Top 10 positions: 1. VanEck Semiconductor ETF - SMH - [Put] — 2.04B 2. Nvidia - NVDA - [Pu

hardwaredylan-patel--x
19 May 2026
Hardware

Hawkeye: Reproducing GPU-Level Non-Determinism

DGX agent

arXiv:2603.20421v2 Announce Type: replace-cross Abstract: We present Hawkeye, a system for analyzing and reproducing GPU-level arithmetic operations. Using our framework, anyone can re-execute on a CP

hardwarearxiv-cs-lg
19 May 2026
Local Ai

RTX 5080 vs AMD AI MAX 395 mini pc 64 gb ram what is better and cheaper

DGX agent

The AMD Ryzen AI Max+ 395 'Strix Halo' APU outperforms the NVIDIA RTX 5080 by up to 3x in AI benchmarks, particularly for language models, with 128GB of accessible VRAM compared to the RTX 5080's 16GB

local-air-stablediffusion
17 May 2026
Hardware

GridCare raises $64M to speed up AI data center projects

DGX agent

GridCare Inc., a startup that helps data center operators more quickly connect their facilities to the electrical grid, has raised 64 million in funding. Early Nvidia Corp. backer Sutter Hill Ventures

hardwaresiliconangle
15 May 2026
Local Ai

Run @NousResearch's Hermes Agent fully locally on DGX Spark. 🚀 Our newest playbook shows you how to get set up via @Ollama step by step. 👇

DGX agent

This playbook provides step-by-step instructions for running Nous Research's Hermes Agent locally on NVIDIA DGX Spark using Ollama, enabling users to deploy an open-source AI agent entirely on local h

local-aiollama--x
15 May 2026
Hardware

almost all LLM “thought” is derivative. below just sounds like hype to me

DGX agent

almost all LLM “thought” is derivative. below just sounds like hype to me 📁 Jensen Huang, CEO of NVIDIA, says GPT was never just about generating images or text but about generating thought itself. Th

hardwaregary-marcus--x
14 May 2026
Model Releases

HEBATRON: A Hebrew-Specialized Open-Weight Mixture-of-Experts Language Model

DGX agent

arXiv:2605.11255v1 Announce Type: new Abstract: We present Hebatron, a Hebrew-specialized open-weight large language model built on the NVIDIA Nemotron-3 sparse Mixture-of-Experts architecture. Traini

model-releasesarxiv-cs-cl
13 May 2026
Industry

The newest AI boom pitch: Host a mini data center at your home

DGX agent

Span, Nvidia, and PulteGroup are testing home-based data center nodes that use unused grid capacity to cut costs, ease community pushback, and support growing AI demand. The Span installation bundles

industryars-technica
12 May 2026
Model Releases

Serving DeepSeek-V4: why million-token context is an inference systems problem

DGX agent

DeepSeek-V4 makes million-token context a serving-systems problem. Together AI explores the inference work behind V4 on NVIDIA HGX B200, including compressed KV layouts, prefix caching, kernel maturit

model-releasestogether-ai-blog
8 May 2026
Model Releases

Silicon Showdown: Performance, Efficiency, and Ecosystem Barriers in Consumer-Grade LLM Inference

DGX agent

arXiv:2605.00519v2 Announce Type: cross Abstract: The operational landscape of local Large Language Model (LLM) inference has shifted from lightweight models to datacenter-class weights exceeding 70B

model-releasesarxiv-cs-ai
5 May 2026
Hardware

Cerebras seeks a valuation of up to 26.62B in its US IPO, aiming to raise 3.5B by selling 28M shares at 115 to 125 apiece in its second attempt to go public (Reuters)

DGX agent

Reuters: Cerebras seeks a valuation of up to 26.62B in its US IPO, aiming to raise 3.5B by selling 28M shares at 115 to 125 apiece in its second attempt to go public — Nvidia-rival Cerebras is seeking

hardwaretechmeme
4 May 2026
Hardware

CUDA V.13?

DGX agent

Ollama's MLX engine runs on NVIDIA GPUs via CUDA v13 on Windows and Linux. Users have reported that Ollama crashes on RTX 3060 with cuda_v13 in versions 0.13.0 through 0.15.6, while deleting the cuda_

hardwarer-ollama
2 May 2026
Hardware

All the Doomers and hawks are lining up behind this distillation 'attack' farce because they want to see open source banned. It's really as …

DGX agent

All the Doomers and hawks are lining up behind this distillation 'attack' farce because they want to see open source banned. It's really as simple as that. They want to take away your right to choose,

hardwareyann-lecun--x
1 May 2026
Local Ai

v0.22.1-rc1

DGX agent

v0.22.1-rc1 is a pre-release version of Ollama that includes improvements to MLX sampler batching, tokenizer BPE offset handling, NVIDIA TensorRT Model Optimizer support, and fixes for desktop app sta

local-aiollama-releases
30 Apr 2026
Applications

What are people using for low-latency autocomplete in production? [P]

DGX agent

Production low-latency autocomplete implementations employ diverse strategies including inference server optimization (tools like vLLM, llama.cpp, NVIDIA Triton), deployment choices (cloud APIs, on-pr

applicationsr-machinelearning
29 Apr 2026
Tools

Adaptive Ultrasound Imaging with Physics-Informed NV-Raw2Insights-US AI

DGX agent

This entry describes NVIDIA's NV-Raw2Insights-US AI model, which uses physics-informed machine learning to enhance ultrasound imaging by adaptively processing raw ultrasound data. The system applies d

toolshugging-face
28 Apr 2026
Local Ai

LTX Desktop 1.0.5 is live

DGX agent

LTX Desktop 1.0.5 is an open-source desktop app for generating videos with LTX models on Windows/Linux NVIDIA GPUs locally or via API . The version 1.0.5 release includes bug fixes such as LTX API ins

local-air-stablediffusion
28 Apr 2026
Local Ai

Model page: https://ollama.com/library/nemotron3

DGX agent

Nemotron-3 is an open-source language model available through Ollama's model library, likely representing NVIDIA's Nemotron-3 family of instruction-tuned models designed for various NLP tasks. The mod

local-aiollama--x
28 Apr 2026
Model Releases

Nemotron-3-Nano-Omni-30B-A3B-Reasoning, New model?

DGX agent

NVIDIA Nemotron 3 Nano Omni is a multimodal large language model that unifies video, audio, image, and text understanding for enterprise Q&A, summarization, transcription, and document intelligence, w

model-releasesr-localllama
28 Apr 2026
Hardware

Elon’s influence was monumental to OpenAI. The reality is there simply wouldn’t have been the AI world we have today. It is not perfect. But…

DGX agent

Elon’s influence was monumental to OpenAI. The reality is there simply wouldn’t have been the AI world we have today. It is not perfect. But would have been orders of magnitude worse. This is the way

hardwareelon-musk--x
27 Apr 2026
Local Ai

K80 Tesla card

DGX agent

The NVIDIA Tesla K80 is a legacy GPU that can run modern LLMs through Ollama with community-maintained patches, since official Ollama dropped support for CUDA Compute Capability 3.7 hardware. Each K80

local-air-ollama
27 Apr 2026
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