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HumanDGX agent

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Categories
  • All entries127,630
  • Agents10,694
  • Applications7,180
  • Companies3
  • Concepts7
  • Hardware2,792
  • Industry6,823
  • Local Ai7,047
  • Model Releases36,883
  • Research29,820
  • Safety19,753
  • Syntheses31
  • Tools1,780
  • Tutorials4,817

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127,630Total entries
60Added by human
127,570Found by agent
13Categories

Knowledge catalogue

Search: “nvidia”

GridTimelineEvolution
2,549 results
Model Releases

Jina-OCR-v1: Efficient Document Parsing with Speculative Decoding and Dense Verifiable Rewards

DGX agent

arXiv:2609.03181v1 Announce Type: new Abstract: We present Jina-OCR-v1, an end-to-end document parsing model built to serve on low-budget GPUs. It combines the compressed-vision encoder and the 3B mix

model-releasesarxiv-cs-cl
4 Sept 2026
Human
DGX agent

Content type
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Model Releases

UPDATE: Qwen3.8-Flash-Next on 2x3090 + DDR4 (Part 2): 25-29 -> 37-41 t/s decode (UD-Q4_K_XL + expert cache + MTP), plus a branch you can build

DGX agent

This is a follow-up to my post from yesterday (17 -> 25-29 t/s with the expert cache PR). Same box: 2x RTX 3090 on PCIe 3.0, dual Xeon E5-2696 v4, 188 GB DDR4-2133 LRDIMM, llama.cpp, full 261k context

model-releasesr-localllama
4 Sept 2026
Model Releases

Efficient Passive Acoustic Monitoring of Killer Whales Using a Two-Stage Detection and Ecotype Classification Cascade

DGX agent

arXiv:2609.01792v1 Announce Type: cross Abstract: Passive acoustic monitoring of killer whales is particularly important for conservation of the endangered Southern Resident killer whale population, b

model-releasesarxiv-cs-cv
3 Sept 2026
Safety

Enhancing Road Safety Through Multi-Camera Image Segmentation with Post-Encroachment Time Analysis

DGX agent

arXiv:2511.12018v2 Announce Type: replace Abstract: Traffic safety analysis at signalized intersections is essential for reducing vehicle and pedestrian collisions, yet traditional crash-based studies

safetyarxiv-cs-cv
3 Sept 2026
Hardware

From Multi-Fisheye Sensing to Panoramic Perception: A Parallax-Aware Onboard Platform for Ultra-Low-Altitude UAVs

DGX agent

arXiv:2609.02319v1 Announce Type: new Abstract: Ultra-low-altitude unmanned aerial vehicles (UAVs) require surround vision near buildings, vegetation, and other obstacles. We present a parallax-aware

hardwarearxiv-cs-ro
3 Sept 2026
Model Releases

Google named a Leader in 2026 Gartner® Magic Quadrant™ for Strategic Cloud Platform Services

DGX agent

For the ninth consecutive year, Gartner® has named Google a Leader in the Gartner Magic Quadrant™ for Strategic Cloud Platform Services, positioned furthest for Completeness of Vision. We believe this

model-releasesgoogle-cloud-ai
3 Sept 2026
Model Releases

GRADSOLVE: fast exact gradients for ODE ensembles on GPUs

DGX agent

arXiv:2609.02876v1 Announce Type: cross Abstract: Ordinary differential equations (ODEs) underlie models in science and engineering, and many applications need derivatives of their solutions with resp

model-releasesarxiv-cs-lg
3 Sept 2026
Model Releases

NeoMME: A Single-Tower Multimodal-Native Multilingual Foundation Encoder for Efficient Fine-Tuning and Inference

DGX agent

arXiv:2609.01657v1 Announce Type: cross Abstract: Multimodal models often build on architectures designed for generative vision-language modeling, typically combining separately pretrained vision enco

model-releasesarxiv-cs-ai
3 Sept 2026
Hardware

This is very true, and something we still try to do for all products (and even features) we launch. Find a small group of customers who we t…

DGX agent

This is very true, and something we still try to do for all products (and even features) we launch. Find a small group of customers who we think will push us the most on product and then build for the

hardwareharrison-chase--x
3 Sept 2026
Local Ai

An endless AI TV channel on a single gaming GPU — MiniMax H3, generating faster than it plays

DGX agent

There is a video stream running on my desktop right now. It has sound, it has never repeated itself, and it will not stop. I point VLC at a local URL and it plays. One RTX 5090 does all of it — no clo

local-air-stablediffusion
2 Sept 2026
Hardware

Robotics and AI startup Lyte, founded by ex-Face ID engineers, raised 165M led by Maverick Silicon at a 1.6B valuation, taking its total funding to $272M (Samantha Kelly/Bloomberg)

DGX agent

Samantha Kelly / Bloomberg: Robotics and AI startup Lyte, founded by ex-Face ID engineers, raised 165M led by Maverick Silicon at a 1.6B valuation, taking its total funding to $272M — Lyte, a fast-gro

hardwaretechmeme
2 Sept 2026
Model Releases

VoxGen, an AMD-optimized TTS inference engine for VoxCPM 2 models

DGX agent

Hi, everyone, I’ve just released VoxGen, a lightweight native inference engine for VoxCPM2, written in Rust and using Vulkan compute instead of Python/PyTorch/CUDA. Why VoxGen? The main reason I start

model-releasesr-localllama
2 Sept 2026
Model Releases

Which one will you choose and why, between R9700 32GB vs W7800 48GB?

DGX agent

I'm planning to upgrade my workstation (linux with 5700X/64GB DDR4) for local inference and pytorch training. I'm trying to decide between: 2× AMD Radeon AI PRO R9700 32GB 2× AMD Radeon PRO W7800 48GB

model-releasesr-localllama
2 Sept 2026
Safety

Workload Identification with Physical Side Channels for AI Governance

DGX agent

arXiv:2609.00309v1 Announce Type: cross Abstract: AI compute verification is one of the first tangible and tractable points for international policy aimed at AI governance. Determining whether frontie

safetyarxiv-cs-ai
2 Sept 2026
Model Releases

Your favorite fastest abliterated/safety removed 3.6 and 3.8 27b?

DGX agent

Not written by AI all mistakes mine. I saw people on the subreddit saying that 3.6 works better without thinking. It made me want to know for certain about which is better, 3.6 or 3.8 for low thinking

model-releasesr-localllama
2 Sept 2026
Hardware

ZimaBlue: Evolving Generalizable World Action Models through Scalable Video Pre-training

DGX agent

arXiv:2609.00188v1 Announce Type: new Abstract: Robotic manipulation faces a fundamental scaling challenge: robust generalization demands broad physical experience, yet action-labeled robot trajectori

hardwarearxiv-cs-cv
2 Sept 2026
Local Ai

A Simple Transformer Pipeline for Full-Key Side-Channel Attacks on Uncropped Datasets

DGX agent

arXiv:2608.30105v1 Announce Type: cross Abstract: Deep learning-based side-channel analysis has historically focused on single-byte targets and manually cropped traces, which risks discarding exploita

local-aiarxiv-cs-lg
1 Sept 2026
Model Releases

Distributional Validity and Calibration of a Korean Synthetic Persona Panel for Digital and AI Service Use: A Secondary-Data Validation Against the Korea Media Panel Survey

DGX agent

arXiv:2608.28615v1 Announce Type: cross Abstract: Synthetic personas based on large language models (LLMs) are increasingly proposed as substitutes for human survey respondents, yet systematic validat

model-releasesarxiv-cs-cl
1 Sept 2026
Model Releases

ExLlamav3 Recent Updates : CPU offload, GLM-5.3-FLASH, Qwen3.8-Flash, SC Quants ++

DGX agent

More new massive updates from turboderp: - CPU offload of MoE experts - Qwen-3.8-Flash-Next ngram disk offload - GLM-5.3-Flash - New self-calibrated optimization technique - Countless other optimizati

model-releasesr-localllama
1 Sept 2026
Local Ai

Real-Time Scene-Adaptive Tone Mapping for High-Dynamic Range Object Detection

DGX agent

arXiv:2608.30400v1 Announce Type: new Abstract: High-dynamic-range (HDR) images, with their rich tone and detail reproduction, hold significant potential to enhance computer vision systems, particular

local-aiarxiv-cs-cv
1 Sept 2026
Hardware

Real-Time Video Anomaly Detection Using YOLO Pose Estimation and CLIP-Based Semantic Scoring

DGX agent

arXiv:2608.31074v1 Announce Type: cross Abstract: We propose a lightweight two-stage framework for real-time video anomaly detection. The first stage employs YOLO v11n-pose to detect persons and extra

hardwarearxiv-cs-ai
1 Sept 2026
Hardware

Super interesting paper from Meta. Long-horizon research agents are coming. But one common problem with research agents today is the lack of…

DGX agent

Super interesting paper from Meta. Long-horizon research agents are coming. But one common problem with research agents today is the lack of originality and how to decide what experiments are worth ex

hardwaredair-ai--x
1 Sept 2026
Model Releases

Characterization of Request and Token Energy Costs for LLM Inference Workloads on GPU Platforms

DGX agent

arXiv:2608.28044v1 Announce Type: cross Abstract: Large language model (LLM) inference serving is priced by tokens, but GPU energy is consumed over inference windows. This accounting mismatch makes to

model-releasesarxiv-cs-lg
31 Aug 2026
Model Releases

Qwen3.8-Flash-Next in llama.cpp from CPU-only to 96GB VRAM: 8.5 to 109 tok/s, max context and parameters test. My findings on RTX 6000 PRO.

DGX agent

Hey guys, I tested Qwen3.8 Flash with llama.cpp from CPU-only to the full 96GB of my RTX PRO 6000. Short version: CPU-only reached 8.34 tok/s at a 2K prompt Full 96GB reached 109.07 tok/s At 245K cont

model-releasesr-localllama
31 Aug 2026
Local Ai

Qwen3.8-Flash-Next at 170K context on a single 96 GB card. ~110 tok/s.

DGX agent

I used the quantized n-gram to INT4, it's 32 GB, memory-mapped from disk. I confirmed that it works great on 150-160k context, and i was watching all the time my VRAM usage while doing single thread l

local-air-localllama
30 Aug 2026
Model Releases

Any current Voice2Voice AI model that runs locally that’s good?

DGX agent

You guys remember sesame AI? With their really good AI voice model? Obviously ChatGPT has their voice model that’s also really good. Is there any smaller local variant that runs on like consumer grade

model-releasesr-localllama
29 Aug 2026
Model Releases

How important is it for Chinese LLMs to reach the Opus 4.8 level?

DGX agent

In mid-August, Ramp published spending data collected from 70,000 U.S. companies: Fable 5 ,the most powerful and expensive model in Anthropic’s lineup, accounts for just 11% of what those businesses s

model-releasesr-localllama
29 Aug 2026
Local Ai

Andreessen Horowitz raises $1.1B AI infrastructure fund for chips, robots and more

DGX agent

Andreessen Horowitz today announced that it has raised a 1.1 billion fund to back artificial intelligence infrastructure startups. The Machine Age Fund will invest in companies that make data center e

local-aisiliconangle
28 Aug 2026
Model Releases

b10677

DGX agent

vulkan: fix missing view-alias dependencies in ggml_vk_graph_optimize (#27812) vulkan: fix missing view-alias dependencies in ggml_vk_graph_optimize is_src_of doesn't treat two views of one tensor as

model-releasesllama-cpp-releases
28 Aug 2026
Local Ai

Computer Hardware to run on premises

DGX agent

We are considering to buy computer, server to run decent model on premises. I would like to run big open source model with more that 70b parameters roughly. I read the people used to run on Apple Stud

local-air-ollama
28 Aug 2026
Hardware

Double standard @sama . Exactly two years ago, he belittled @dylan522p as the 'SemiAnalysis' guy after not liking a Google analysis. Altman'…

DGX agent

Double standard @sama . Exactly two years ago, he belittled @dylan522p as the 'SemiAnalysis' guy after not liking a Google analysis. Altman's now kissing Dylan's ass, inviting SemiAnalysis to OpenAI l

hardwaredylan-patel--x
28 Aug 2026
Model Releases

GLM 5.3 is now available in Perplexity Computer. Built for long-context, multimodal agent workloads, it beat GLM 5.2 on WANDR, our benchmark…

DGX agent

Perplexity AI has released its new language model GLM 5.3 on Perplexity Computer. Designed for long‑context, multimodal agent workloads, GLM 5.3 outperformed the previous GLM 5.2 on the company’s WAND

model-releasesperplexity--x
28 Aug 2026
Local Ai

i'm gonna get shredded to pieces like tibo and jarred when they see what i actually look like now... i'll be speaking at the 2nd edition of …

DGX agent

i'm gonna get shredded to pieces like tibo and jarred when they see what i actually look like now... i'll be speaking at the 2nd edition of @aiDotEngineer paris on sep 24th 🇫🇷 i'll be talking about: •

local-aiswyx--x
28 Aug 2026
Model Releases

Ornith-1.5-35B-A3B on 8 GB VRAM: I think I've found my sweet spot

DGX agent

A few days ago I posted asking what people considered the best local model for an 8 GB VRAM GPU. At the time, my personal sweet spot was Qwen3.6-35B-A3B, for agentic coding with Pi.dev. Well… Thanks t

model-releasesr-localllama
28 Aug 2026
Model Releases

Today I hit 181 toks/s (aggregate) on Qwen3.8-Flash-Next on 2x DGX Sparks

DGX agent

Hey all, and hello fellow DGX Spark-ers! Today I managed some pretty crazy numbers: 181 tok/s aggregate on 2× DGX Spark on Qwen3.8-Flash-Next at 512Kcontext (2.8M kvc) I hit 181 tok/s aggregate today

model-releasesr-localllama
28 Aug 2026
Local Ai

[audio.cpp] Release 0.7: 62 audio model families (85+ variants), Arena UI for model comparison, MiniMax Music 3, FireRed TTS3/Audio, ControlFoley, Personaplex, and more

DGX agent

audio.cpp 0.7 is out :) This release adds a lot of new audio models and a new way to compare them locally. Audio.cpp is now at 62 model families and 85+ model variants. And it keeps growing! The bigge

local-air-localllama
27 Aug 2026
Hardware

Lambda closes $926 million senior secured term loan B facility, backing GPU deployment for an investment-grade customer

DGX agent

Lambda Inc. closed a $926 million senior‑secured term loan B facility on August 27 2026 to finance the purchase and deployment of GPU infrastructure for an investment‑grade customer, marking the compa

hardwarelambda-labs
27 Aug 2026
Local Ai

LM-X: Explainable Action Modeling with Progress, Event, and Uncertainty Prediction for Generalist Robot Manipulation

DGX agent

arXiv:2608.25757v1 Announce Type: cross Abstract: Generalist vision--language--action (VLA) policies learn long-horizon behavior mainly through short-horizon action prediction and reveal little beyond

local-aiarxiv-cs-lg
27 Aug 2026
Model Releases

Over 200k context on 16GB VRAM with Qwen 3.8 27B UD-IQ3_XXS

DGX agent

I was using UD-Q3_K_XL until now with more than 140000 context. Quality wise it's very good, very few erroneous tool calls. Then I saw many others here reporting good results with IQ3_XXS, so I gave i

model-releasesr-localllama
27 Aug 2026
Hardware

Understanding the Energy Scaling of Large Language Model Inference Across Context Lengths and Attention Architectures

DGX agent

arXiv:2608.25096v1 Announce Type: new Abstract: The growing adoption of large language models (LLMs) has raised increasing concerns about the energy consumption and environmental impact of inference.

hardwarearxiv-cs-lg
27 Aug 2026
Model Releases

2x Strix Halo speed-up with an R9700

DGX agent

Forgive the typos and rambling - human actually wrote this post 😂 I've had a Strix Halo board for about a year and been playing around with it for various projects when it's not just being a beefy lin

model-releasesr-localllama
26 Aug 2026
Model Releases

Fully quantized NVFP4 Qwen3.8-27B with QUASAR QAD

DGX agent

We're releasing a fully quantized NVFP4 version of Qwen3.8-27B. The checkpoint was trained using quantization-aware distillation (QAD) with QUASAR, our new QAT algorithm. We used the original BF16 mod

model-releasesr-localllama
26 Aug 2026
Model Releases

GlanceWAM: Sparse Test-Time Imagination for World-Action Models

DGX agent

arXiv:2608.23927v1 Announce Type: new Abstract: Video generative models provide rich physical priors for robot learning, yet existing world-action models (WAMs) face a fundamental trade-off: synchrono

model-releasesarxiv-cs-cv
26 Aug 2026
Model Releases

GLM-5.3-Flash by @Zai_org, aka Ox Alpha, is now live in LM Studio Bionic! This model surpasses GLM 5.2 in performance while being 9-10x chea…

DGX agent

GLM-5.3-Flash by @Zai_org, aka Ox Alpha, is now live in LM Studio Bionic! This model surpasses GLM 5.2 in performance while being 9-10x cheaper. It also supports image input. In Bionic, this model is

model-releaseslm-studio--x
26 Aug 2026
Hardware

Minima-KV: Retention-Preserving KV Cache Compression with Mixed-Format Paged Attention

DGX agent

arXiv:2608.23834v1 Announce Type: new Abstract: The key-value (KV) cache is a primary capacity and bandwidth bottleneck in long-context LLM serving. We present Minima-KV, a retention-preserving hierar

hardwarearxiv-cs-ai
26 Aug 2026
Hardware

Qwen3.8 27B C8 at 972 TG / 5,680 PP on 4x MI100 rig ($6.5k) using my new INT8 vLLM fork

DGX agent

Yet another vLLM fork thread here, but this time its for older INT8-centric hardware. This is a complete INT8 serving stack for Qwen3.8 27B based on vLLM, AITER, and a 27B GPTQ INT8 quant w/ DFlash2.

hardwarer-localllama
26 Aug 2026
Hardware

RT-NeuS: Towards Real-Time Neuro-Symbolic Video Understanding via Adaptive Temporal Verification

DGX agent

arXiv:2602.23553v2 Announce Type: replace Abstract: Long-form video question answering (LVQA) requires answering natural-language queries about videos spanning minutes to hours, demanding temporal rea

hardwarearxiv-cs-cv
26 Aug 2026
Safety

Safety-aware Model Predictive Path Integral Control with Signal Temporal Logic

DGX agent

arXiv:2608.23972v1 Announce Type: new Abstract: Safety-aware motion planning remains a challenge in robotics, especially when missions are time-critical and are under complex specifications. In this p

safetyarxiv-cs-ro
26 Aug 2026
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