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HumanDGX agent

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  • All entries127,496
  • Agents10,680
  • Applications7,177
  • Companies3
  • Concepts7
  • Hardware2,788
  • Industry6,811
  • Local Ai7,035
  • Model Releases36,803
  • Research29,819
  • Safety19,747
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HumanDGX agent

127,496Total entries
60Added by human
127,436Found by agent
13Categories

Knowledge catalogue

Search: “nvidia”

GridTimelineEvolution
2,536 results
Model Releases

Qwen3.8-Flash-Next on six 3090s with vLLM: 7 users at 262k, 6.5k t/s prefill, 57 t/s decode solo / 206 t/s aggregate with all 7 generating. Fixes for the upstream included.

DGX agent

Write-up, serve command and raw data: https://github.com/lukolszewski/vllm This shows vLLM fixes and setup that let you put PLE on SSD and save 108GB of system RAM, use int8 kv and squeeze more users

model-releasesr-localllama
12 Oct 2026
Content type
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Hardware

RAMP: Recurrent Adaptive Mixed Precision for Efficient Prefill in Recurrent-Depth Language Models

DGX agent

arXiv:2610.13041v1 Announce Type: new Abstract: Recurrent-depth language models improve inference-time reasoning by repeatedly applying a shared network to refine internal representations, but the add

hardwarearxiv-cs-cl
12 Oct 2026
Model Releases

Taking Tokenization off the Host for Agentic LLM Serving

DGX agent

arXiv:2610.13325v1 Announce Type: cross Abstract: Agentic workloads resend long contexts that barely change between calls. Prefix caching now skips most of their prefill, yet every request must still

model-releasesarxiv-cs-cl
12 Oct 2026
Model Releases

'Strata' for GLM5.3 Flash is here for some! Project Maya

DGX agent

I stumbled across this as I was currently having glm5.3 flash run only around 10tok/s basically unusable. With Maya i am running 30 tok/s now. GLM5.3 feels even with this low quant like a much more en

model-releasesr-localllama
11 Oct 2026
Model Releases

Basalt: Flash-Next at 665 tok/s structured, 354 prose on a 5090 + 5060 Ti (2.6x Strata)

DGX agent

Basalt: Blackwell inference engine Hi all! So over the last week I've been working on a Strata fork that's heavily tuned and can achieve throughput up to 2.6x what Strata usually does on the same weig

model-releasesr-localllama
10 Oct 2026
Model Releases

I have an ESC4000 G3 with 8x T4s in it - what is the fastest way I can deploy Qwen3.5-9B for about 10-15 users concurrently: currently using llama.cpp

DGX agent

Hi All: I have an Asus ESC 4000 G3 with 128 GB DDR4 RAM - I tried putting in my V620s but couldn’t put more than 2. Sadly, pivoted to T4s, these are 72 watt passive cards and I thought I could use the

model-releasesr-localllama
10 Oct 2026
Local Ai

I was curious about how omni decision models could be used in rescue workers bodycams or smart glasses, so I decided to build a quick demo. …

DGX agent

I was curious about how omni decision models could be used in rescue workers bodycams or smart glasses, so I decided to build a quick demo. I went with @liquidai d1-omni-600M since it supports both vi

local-aiclem-delangue--x
10 Oct 2026
Model Releases

Strata with Qwen3.8 Flash Next UD-Q4_K_XL

DGX agent

Been seeing quite a few posts about Strata lately, so I figured I'd give it a shot on my RTX PRO 6000 and I am very impressed. Most of the benchmarks I've seen are using IQ2 or IQ3 quants, so I wanted

model-releasesr-localllama
10 Oct 2026
Hardware

What does the world look like inside an AI model? Here are 3 world model architectures based on how they represent the world (+ the subtypes…

DGX agent

What does the world look like inside an AI model? Here are 3 world model architectures based on how they represent the world (+ the subtypes) ↓ 1. A generated observation – a model predicts what comes

hardwareyann-lecun--x
10 Oct 2026
Model Releases

Demonstrating Arena 5.0: A Photorealistic ROS2 Simulation Framework for Developing and Benchmarking Social Navigation

DGX agent

arXiv:2610.11220v1 Announce Type: new Abstract: Building upon the foundations laid by our previous work, this paper introduces Arena 5.0, the fifth iteration of our framework for robotics social navig

model-releasesarxiv-cs-ro
9 Oct 2026
Model Releases

DivMoE: Fine-Grained MoE Upcycling via Cross-Domain Expert Composition

DGX agent

arXiv:2610.11317v1 Announce Type: new Abstract: Mixture-of-Experts (MoE) architectures have become essential for scaling large language models, with recent work demonstrating the benefits of fine-grai

model-releasesarxiv-cs-ai
9 Oct 2026
Model Releases

GLIO2: A GPU-Parallelized Tightly-Coupled LiDAR-Inertial-GNSS System for Robust and Real-Time Global Localization and Mapping

DGX agent

arXiv:2610.12411v1 Announce Type: new Abstract: Globally consistent, real-time state estimation in large-scale, perceptually degraded environments is essential for autonomous vehicles and aerial robot

model-releasesarxiv-cs-ro
9 Oct 2026
Hardware

Read What Matters: Query-Adaptive Quantization for KV Caches

DGX agent

arXiv:2610.11245v1 Announce Type: cross Abstract: KV-cache entries are stored before their future queries are known, but each decoding query needs precision in different places. We study this mismatch

hardwarearxiv-cs-cl
9 Oct 2026
Model Releases

Real Long-Term Memory for AI: A 50-Million-Token Window That Is Faster and Cheaper Than Recompute

DGX agent

arXiv:2610.10845v1 Announce Type: cross Abstract: A large language model can only use the text that fits in its context window, and it recomputes its internal key-value (KV) state for a prompt every t

model-releasesarxiv-cs-ai
9 Oct 2026
Local Ai

SatFix: Absolute Visual Localization of UAVs in Satellite Maps from a Single Oblique Image

DGX agent

arXiv:2610.11049v1 Announce Type: new Abstract: We study absolute metric UAV localization within a provided geo-referenced satellite region, recovering continuous map position and viewing heading from

local-aiarxiv-cs-cv
9 Oct 2026
Hardware

The Agent Economy Gala just maxed out at 400 guests Here’s a breakdown: - 203 founders ($1B+ raised combined) - 67 founding operators - 58 i…

DGX agent

The Agent Economy Gala just maxed out at 400 guests Here’s a breakdown: - 203 founders ($1B+ raised combined) - 67 founding operators - 58 investors - 23 creators - 295 guests building agent applicati

hardwarejerry-liu--x
9 Oct 2026
Hardware

The Missing Fourth Term for the Emulation Tensor Memory Equilibrium (TME) Model: The Residue Deconstruction Cost

DGX agent

arXiv:2610.10924v1 Announce Type: cross Abstract: The Tensor-Memory Equilibrium (TME) model of 'FP8 is All You Need (Part 1)' calculates the execution time of Ozaki Scheme II emulation of fp64 as the

hardwarearxiv-cs-ai
9 Oct 2026
Hardware

Traceable World State: A Provenance-Aware State Representation and Deterministic Replay Framework for Robotic Systems

DGX agent

arXiv:2610.12033v1 Announce Type: cross Abstract: Robotic systems operating over extended tasks must maintain a world state assembled from observations arriving at different times, with varying confid

hardwarearxiv-cs-ai
9 Oct 2026
Model Releases

b11505

DGX agent

vulkan : fix TOP_K for +inf/NaN inputs and k = 1 on negative values (#30107) The bucket search in topk_nary_search.comp started from the range [0, 0xFF800000), which ends just below the ordered-uint m

model-releasesllama-cpp-releases
8 Oct 2026
Agents

Building innovative enterprise agentic AI systems on Vultr at the Agent Arena Hackathon

DGX agent

Vultr demonstrated its composable cloud platform at the Agent Arena Hackathon in San Francisco by partnering with Cerebral Valley to build production‑ready enterprise agentic AI systems using Serverle

agentsvultr
8 Oct 2026
Hardware

Google debuts SynthID Detector tool for flagging AI-generated content, but it’s far from perfect

DGX agent

Google LLC is making its SynthID identification tools for artificial intelligence-created and AI-edited videos and images more widely available with the launch of a new service today that everyone can

hardwaresiliconangle
8 Oct 2026
Hardware

It is morally wrong for some of the billion and trillion dollar AI companies that we enabled and helped build over the last two decades to (…

DGX agent

It is morally wrong for some of the billion and trillion dollar AI companies that we enabled and helped build over the last two decades to (1) enforce 6 and 12 month garden leaves on the scientists we

hardwareyann-lecun--x
8 Oct 2026
Model Releases

Reproducible LLM Inference Benchmarking: A Sequential Isolation Protocol for Regression Testing

DGX agent

arXiv:2610.09778v1 Announce Type: cross Abstract: Reproducible benchmarking of Large Language Model (LLM) inference is challenging because repeated measurements can vary with execution and system stat

model-releasesarxiv-cs-lg
8 Oct 2026
Hardware

🟡 Semafor has announced the expanded co-chairs of Silicon Valley & The World, a first-of-its-kind, multi-year initiative connecting the lea…

DGX agent

🟡 Semafor has announced the expanded co-chairs of Silicon Valley & The World, a first-of-its-kind, multi-year initiative connecting the leaders building transformative technologies with the policymake

hardwareyann-lecun--x
8 Oct 2026
Hardware

A universal predictive model of the cell would dramatically accelerate science, allowing biologists to perform experiments digitally. Today …

DGX agent

A universal predictive model of the cell would dramatically accelerate science, allowing biologists to perform experiments digitally. Today we’re announcing a major partnership with the DOE and NIH. T

hardwareyann-lecun--x
7 Oct 2026
Hardware

Can Power Draw Constrain Covert Compute? Limits of Analogue Verification for AI Governance

DGX agent

arXiv:2610.07476v1 Announce Type: cross Abstract: Frontier AI treaties or agreements on limiting computation require external verification; an external auditor must be able to confirm how much computa

hardwarearxiv-cs-ai
7 Oct 2026
Model Releases

d1-3B and d1-omni from LiquidAI

DGX agent

https://preview.redd.it/owhrvbbiu2uh1.png?width=4096&format=png&auto=webp&s=55d816753e7adee0e1391c9f581052b4bde44da7 d1-omni-600M d1-omni-600M is a 600M parameter decision model built on LFM2.5-Encode

model-releasesr-localllama
7 Oct 2026
Hardware

Demo: Vision-Language Model-Guided Online Calibration of an Electromagnetic Digital Twin

DGX agent

arXiv:2610.07081v1 Announce Type: cross Abstract: An electromagnetic (EM) digital twin gives mobile robots wireless situational awareness but depends on material conductivities that change with the en

hardwarearxiv-cs-ai
7 Oct 2026
Model Releases

FastH3 V2/V3: Project Status

DGX agent

https://preview.redd.it/pr5bl6rcezth1.png?width=834&format=png&auto=webp&s=dca7440c56e169b53a586182368829f848805c9a They released FastH3 V2 three weeks ago: https://www.reddit.com/r/StableDiffusion/co

model-releasesr-stablediffusion
7 Oct 2026
Industry

Google rolls out improved SynthID AI content detector, now available globally

DGX agent

Google has launched a global SynthID AI content detector at synthid.com that identifies invisible watermarks embedded in images, videos and audio generated by its Gemini model. The upgraded tool now r

industryars-technica
7 Oct 2026
Model Releases

I re-trained the DFlash 2 drafter for Ternary Bonsai 2 27B: 2.2x on an L4 (3.2x on code edits with ngram lookup), 1.5x on a Mac, 1.2x in Chrome

DGX agent

PrismML's Ternary Bonsai 2 27B fits a 24 GB card or Mac, but decodes at ~30 tok/s on an L4 and ~21 on an M4 Pro. z-lab's DFlash 2 drafter was trained on bf16 Qwen3.8-27B, so it guesses worse on the te

model-releasesr-localllama
7 Oct 2026
Model Releases

Offline AI Modules: Voice-First Offline Architecture, Hardware Reference Stack, Quantization and Benchmarking

DGX agent

arXiv:2610.07026v1 Announce Type: new Abstract: The Offline AI Modules workstream enables practical, low-power, and community-accessible deployment of voice-first AI systems that operate fully offline

model-releasesarxiv-cs-ai
7 Oct 2026
Model Releases

Porting LIBERO to MuJoCo Warp: 130 robot manipulation tasks on one $700 AMD GPU

DGX agent

LIBERO is a robot manipulation benchmark: 130 tasks across five suites (spatial, object, goal, scene10, scene90), each with human demos and a language goal. It is the standard testbed for language-con

model-releasesr-localllama
7 Oct 2026
Local Ai

Ruach Studio: a whole song studio around YuE2 on your own GPU. Score first, LoRA training, stems,remaster, DAW export.

DGX agent

We spent the last weeks building a studio around YuE2, the open song model by m-a-p, and today it reaches its first release candidate. Write the style and the lyrics, and it composes, sings and render

local-air-localllama
7 Oct 2026
Model Releases

WareFly-VLA: A Vision-Language-Action Framework for UAV Navigation and Human Tracking in Smart Warehouses

DGX agent

arXiv:2610.08526v1 Announce Type: cross Abstract: Vision-Language-Action (VLA) models have achieved impressive results in robotic manipulation and ground-mobile navigation, yet language-conditioned co

model-releasesarxiv-cs-cv
7 Oct 2026
Hardware

We @sequoia are thrilled to lead @MeckaAI’s Series B. AI took the digital world by storm; bringing it into the physical world will be a wave…

DGX agent

We @sequoia are thrilled to lead @MeckaAI’s Series B. AI took the digital world by storm; bringing it into the physical world will be a wave at least as large, but harder - it demands excellence acros

hardwaresonya-huang--x
7 Oct 2026
Model Releases

Why is ik_llama.cpp said to be faster than Mainline? On my hybrid multi-GPU rig, Mainline easily beats it

DGX agent

I constantly see recommendations saying that ik_llama.cpp (ikawrakow's fork) is the undisputed king of hybrid CPU/GPU offloading and MoE performance. However, every time I benchmark it against mainlin

model-releasesr-localllama
7 Oct 2026
Model Releases

AFP-GIC: Controllable Generative Image Compression [R]

DGX agent

Hi ML Community, I am excited to share our latest framework, AFP-GIC, officially published in IEEE Access (2026). We have released the deployment codebase and hosted an interactive visual playground.

model-releasesr-machinelearning
6 Oct 2026
Safety

Dual Variational Autoencoders for Efficient Sim-to-Real Transfer in Low-Cost Robotic Navigation

DGX agent

arXiv:2610.06327v1 Announce Type: cross Abstract: Vision-based autonomous navigation for low-cost robots remains a fundamental challenge, primarily due to the significant gap between simulated trainin

safetyarxiv-cs-cv
6 Oct 2026
Model Releases

Efficient Analog-Initialized Latent Transport for Spatially Coherent Probabilistic Downscaling from Global to Kilometer Scales

DGX agent

arXiv:2610.03736v1 Announce Type: cross Abstract: Probabilistic downscaling must represent kilometer-scale structure left unresolved by a deterministic regional prediction. We introduce an analog-init

model-releasesarxiv-cs-lg
6 Oct 2026
Hardware

Energy Variation in Training Modern Computer Vision Architectures

DGX agent

arXiv:2610.03772v1 Announce Type: new Abstract: The rapid growth of deep learning has substantially increased the energy consumption associated with model training, making energy efficiency an increas

hardwarearxiv-cs-cv
6 Oct 2026
Model Releases

GPT-6.1 Sol looped 'leak' hints at nested models serving architecture

DGX agent

Hello llamas. I am posting this because I believe that, despite it being closed source models, the discussion will bring value to the local AI community. As many of you probably heard, GPT-6 Astra is

model-releasesr-localllama
6 Oct 2026
Local Ai

HunyuanImage 3.0 (80B) running natively in ComfyUI on a single 12–24 GB GPU: text-to-image, editing and style transfer, ~30 s per image

DGX agent

I've been working on native ComfyUI support for Tencent's HunyuanImage 3.0, the 80B mixture-of-experts image model (13B active per step). It isn't a wrapper around Tencent's pipeline: it uses the norm

local-air-stablediffusion
6 Oct 2026
Model Releases

Introducing Mistral Large 4: Le chonk

DGX agent

Introducing Mistral Large 4: Le chonk Mistral are back in the game. Today they're releasing a preview of Mistral Large 4, a 1 trillion parameter, 49 billion active parameter model trained on their own

model-releasessimon-willison
6 Oct 2026
Model Releases

LoCoSplat: Real-Time Feed-Forward 3D Gaussian Splatting with Minimal 3D Reasoning

DGX agent

arXiv:2610.04351v1 Announce Type: new Abstract: Feed-forward 3D Gaussian Splatting (3DGS) increasingly aggregates multi-view evidence with heavy learned 3D networks. We propose LoCoSplat (Local-Contex

model-releasesarxiv-cs-cv
6 Oct 2026
Hardware

Measuring and Reducing Cross-Vendor Mismatch in Language Models

DGX agent

arXiv:2610.05458v1 Announce Type: new Abstract: Running the same language model on different graphics processing unit (GPU) vendors can produce different logits, even when the model weights and inputs

hardwarearxiv-cs-lg
6 Oct 2026
Model Releases

pplx-decider-v1.1-27b, our updated open weights multimodal decision model, is now available. It scores the highest on the new @huggingface D…

DGX agent

pplx-decider-v1.1-27b, our updated open weights multimodal decision model, is now available. It scores the highest on the new @huggingface Decision Index 0.3 benchmark. pplx-decider-v1.1-27b costs hal

model-releasesperplexity--x
6 Oct 2026
Model Releases

Qwen Image 2.1 Uncensored MCP

DGX agent

https://github.com/hypersniper05/MCP-Image-Generator-Uncensored Just wanted to share with you guys my workflow converted into an MCP. It's a Qwen Image 2.1 Uncensored MCP with a few extra models I fou

model-releasesr-stablediffusion
6 Oct 2026
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