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HumanDGX agent

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  • All entries83,745
  • Agents7,195
  • Applications5,151
  • Concepts5
  • Hardware1,740
  • Industry6,080
  • Local Ai4,671
  • Model Releases22,272
  • Research19,012
  • Safety12,702
  • Syntheses17
  • Tools1,664
  • Tutorials3,236

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HumanDGX agent

83,745Total entries
1Added by human
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12Categories

Knowledge catalogue

Search: “hardware”

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4,474 results
15 Apr 2026

CLASP: Class-Adaptive Layer Fusion and Dual-Stage Pruning for Multimodal Large Language Models

ResearchDGX agent

arXiv:2604.12767v1 Announce Type: cross Abstract: Multimodal Large Language Models (MLLMs) suffer from substantial computational overhead due to the high redundancy in visual token sequences. Existing

How much more useage do you get from a $20 pro plan when using cloud models? Or OpenRouter better??

Local AiDGX agent

This Reddit thread from r/ollama discusses the value comparison between Ollama's 20/month Pro plan for cloud model usage versus using OpenRouter as an alternative. Ollama Cloud offers fixed-price subs

Pinecone has made available a Dedicated Read Nodes (DRN) option for its managed vector database service that provides IT teams with more gra…

ToolsDGX agent
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Pinecone has made available a Dedicated Read Nodes (DRN) option for its managed vector database service that provides IT teams with more granular control and predictable performance for mission-critic

XRZero-G0: Pushing the Frontier of Dexterous Robotic Manipulation with Interfaces, Quality and Ratios

SafetyDGX agent

arXiv:2604.13001v1 Announce Type: new Abstract: The acquisition of high-quality, action-aligned demonstration data remains a fundamental bottleneck in scaling foundation models for dexterous robot man

14 Apr 2026

DA-PTQ: Drift-Aware Post-Training Quantization for Efficient Vision-Language-Action Models

ResearchDGX agent

arXiv:2604.11572v1 Announce Type: new Abstract: Vision-Language-Action models (VLAs) have demonstrated strong potential for embodied AI, yet their deployment on resource-limited robots remains challen

Environmental Footprint of GenAI Research: Insights from the Moshi Foundation Model

Model ReleasesDGX agent

arXiv:2604.11154v1 Announce Type: new Abstract: New multi-modal large language models (MLLMs) are continuously being trained and deployed, following rapid development cycles. This generative AI frenzy

Fixed: IPEX-LLM + modern Ollama models (qwen3, gemma4) on Intel Arc 140V Lunar Lake Windows 11 — undocumented solution

Local AiDGX agent

This Reddit post from r/ollama documents a community-discovered, undocumented workaround for getting IPEX-LLM to successfully run modern Ollama models — specifically Qwen3 and Gemma4 — on systems powe

Honest question - What model are Iran using for those excellent Lego Videos?

Local AiDGX agent

This Reddit thread from r/StableDiffusion discusses the AI tools behind the viral Lego-style propaganda videos produced by Explosive Media, known in Persian as Akhbar Enfejari — a group whose AI-gener

IMAX at Home

Local AiDGX agent

The specific Reddit post could not be retrieved directly, but based on its title 'IMAX at Home' posted in r/StableDiffusion, this is a community showcase post where a user likely used Stable Diffusion

Sharpness-Aware Surrogate Training for On-Sensor Spiking Neural Networks

ResearchDGX agent

arXiv:2604.09696v1 Announce Type: cross Abstract: Spiking neural networks (SNNs) are a natural computational model for on-sensor and near-sensor vision, where event driven processors must operate unde

SMART: When is it Actually Worth Expanding a Speculative Tree?

Model ReleasesDGX agent

arXiv:2604.09731v1 Announce Type: cross Abstract: Tree-based speculative decoding accelerates autoregressive generation by verifying a branching tree of draft tokens in a single target-model forward p

Switch-JustDance: Benchmarking Whole Body Motion Tracking Controllers Using a Commercial Console Game

Model ReleasesDGX agent

arXiv:2511.17925v3 Announce Type: replace-cross Abstract: Recent advances in whole-body robot control have enabled humanoid and legged robots to perform increasingly agile and coordinated motions. How

ViserDex: Visual Sim-to-Real for Robust Dexterous In-hand Reorientation

SafetyDGX agent

arXiv:2604.11138v1 Announce Type: cross Abstract: In-hand object reorientation requires precise estimation of the object pose to handle complex task dynamics. While RGB sensing offers rich semantic cu

Waypoint-1.5 New open source world model trained on FPS games to run on local consumer GPUs at 60fps

Local AiDGX agent

Waypoint-1.5 New open source world model trained on FPS games to run on local consumer GPUs at 60fps

Why Smaller Is Slower? Dimensional Misalignment in Compressed LLMs

Model ReleasesDGX agent

arXiv:2604.09595v1 Announce Type: cross Abstract: Post-training compression reduces LLM parameter counts but often produces irregular tensor dimensions that degrade GPU performance -- a phenomenon we

13 Apr 2026

Best AI for speech enhancement (bad mic -> good mic quality)

Local AiDGX agent

This Reddit thread from r/StableDiffusion discusses community recommendations for AI-powered speech enhancement tools that can improve low-quality microphone audio to sound more professional. Top tool

Corridor Crew green/blue screening tool: Corridor Key

Local AiDGX agent

CorridorKey is an open-source AI chroma keyer released by the team behind Corridor Crew, a popular VFX YouTube channel, designed to solve complex problems in video compositing. Users input raw green s

DragonBall Z Snapperzaff (The True Multiversal Harmonic Symphony) - Music Video

Local AiDGX agent

A Reddit post in the r/StableDiffusion community showcasing an AI-generated music video titled *DragonBall Z Snapperzaff (The True Multiversal Harmonic Symphony)*, combining Dragon Ball Z imagery with

How are you feeding personal context to your local models?

Local AiDGX agent

This r/ollama community thread discusses methods that users employ to inject personal context — such as notes, documents, and preferences — into locally-run AI models via Ollama. Common approaches exp

NO MORE PAYING FOR API! NEW SOLUTION!

Local AiDGX agent

A Reddit post from the r/ollama community discussing a free alternative to paid AI API services, likely centered around using Ollama to run large language models locally. The post probably highlights

Offline-First LLM Architecture for Adaptive Learning in Low-Connectivity Environments

Local AiDGX agent

arXiv:2603.03339v5 Announce Type: replace-cross Abstract: Artificial intelligence (AI) and large language models (LLMs) are transforming educational technology by enabling conversational tutoring, per

Physics-Informed Reinforcement Learning of Spatial Density Velocity Potentials for Map-Free Racing

Local AiDGX agent

arXiv:2604.09499v1 Announce Type: new Abstract: Autonomous racing without prebuilt maps is a grand challenge for embedded robotics that requires kinodynamic planning from instantaneous sensor data at

The Fast Lane Hypothesis: Von Economo Neurons Implement a Biological Speed-Accuracy Tradeoff

ResearchDGX agent

arXiv:2604.09229v1 Announce Type: cross Abstract: Von Economo neurons (VENs) are large bipolar projection neurons found exclusively in the anterior cingulate cortex (ACC) and frontal insula of species

This is just a raw video for my next song [WAN2.2 FFLF 2 Video]

Local AiDGX agent

A Reddit post on r/StableDiffusion showcasing an AI-generated video created using Wan 2.2 with the FFLF (First Frame/Last Frame) technique, intended as a visual accompaniment for an upcoming original

12 Apr 2026

Any models?

Local AiDGX agent

A Reddit post on r/ollama where a community member asks about model availability or recommendations for use with the Ollama local AI runtime. The discussion likely covers which open-source models (suc

Free open-source tool to instantly rig and animate your illustrations (also with mesh deform)

Local AiDGX agent

A free, open-source tool shared on the r/StableDiffusion community that allows users to instantly rig and animate their AI-generated or hand-drawn illustrations, including support for mesh deformation

Is there a way to take a video and have AI add sound effects to it automatically? Like a Zebra in the jungle and he is eating a bamboo stick and it explodes in his throat causing him to cough while the liquid blasts out of his mouth.

Local AiDGX agent

This r/StableDiffusion post asks whether AI tools can automatically generate and apply sound effects to videos, using a vivid example of a zebra eating bamboo with explosive, comedic audio results. Se

Wiki Lint Report — 2026-04-12

SynthesesDGX agent

Automated lint: 34 errors, 0 warnings, 3 info

Ltx 2.3

Local AiDGX agent

LTX-2.3 is a 22-billion-parameter open-source audio-video generation model developed by Lightricks and released in March 2026, built on a Diffusion Transformer (DiT) architecture that generates synchr

Working on a music video edition of KupkaProd. Character consistency is much better with my new pipeline. Will be integrated into the full video pipeline when I update that end of the software and push to github.

Local AiDGX agent

A r/StableDiffusion community post showcasing progress on a music video edition of KupkaProd, an autonomous AI video production tool that turns text prompts into fully produced videos, running 100% lo

11 Apr 2026

Ai TikTok scams becoming more realistic.

Local AiDGX agent

A Reddit thread on r/StableDiffusion highlights the growing threat of AI-generated scam videos on TikTok, where tools like Stable Diffusion are being used to create increasingly convincing deepfakes.

b8751

Local AiDGX agent

llama.cpp build **b8751** is a tagged release of the [ggml-org/llama.cpp](https://github.com/ggml-org/llama.cpp) project, a C/C++ library enabling high-performance LLM inference with minimal setup ...

Echo Chamber - AceStep 1.5 song (XL version)

Local AiDGX agent

'Echo Chamber' is an AI-generated song shared on r/StableDiffusion showcasing the capabilities of ACE-Step v1.5, a highly efficient open-source music foundation model that achieves commercial-grade ge

FlashAttention (FA1–FA4) in PyTorch - educational implementations focused on algorithmic differences [P]

ResearchDGX agent

This r/MachineLearning post presents educational PyTorch implementations of FlashAttention versions 1 through 4, designed to highlight the key algorithmic differences across each iteration rather than

All Models

ConceptsDGX agent

Auto-generated index of all models mentioned across the wiki.

10 Apr 2026

BTC-LLM: Efficient Sub-1-Bit LLM Quantization via Learnable Transformation and Binary Codebook

Model ReleasesDGX agent

arXiv:2506.12040v2 Announce Type: replace-cross Abstract: Binary quantization represents the most extreme form of compression, reducing weights to +/-1 for maximal memory and computational efficiency.

How do I know if an AI model could work locally on my computer?

Local AiDGX agent

To determine if an AI model can run locally on your computer, the key factors are RAM, storage, and GPU availability: a modern PC with at least 8GB of RAM and a dedicated GPU is generally sufficien...

Modernizing Amdahl's Law: How AI Scaling Laws Shape Computer Architecture

ResearchDGX agent

arXiv:2603.20654v4 Announce Type: replace-cross Abstract: Classical Amdahl's Law conceptualized the limit of speedup for an era of fixed serial-parallel decomposition and homogeneous replication. Mode

Visual prompting reimagined: The power of the Activation Prompts

Model ReleasesDGX agent

arXiv:2604.06440v1 Announce Type: cross Abstract: Visual prompting (VP) has emerged as a popular method to repurpose pretrained vision models for adaptation to downstream tasks. Unlike conventional mo

9 Apr 2026

Waypoint-1.5: Higher-Fidelity Interactive Worlds for Everyday GPUs

ToolsDGX agent

Waypoint-1.5 is Overworld's updated real-time generative world model, trained on nearly 100x more data than its predecessor to deliver improved visual fidelity and environmental coherence. It intro...

7 Apr 2026

A lot of you are asking about the :cloud tag. Here's the deal: GLM-5.1 is a 744B parameter beast. To hit that 54.9 benchmark score without t…

Model ReleasesDGX agent

A lot of you are asking about the :cloud tag. Here's the deal: GLM-5.1 is a 744B parameter beast. To hit that 54.9 benchmark score without turning my M4 Mac Mini into a space heater, I run the cloud e

The chart says GLM-5.1 scored 54.9 on coding benchmarks. Three points behind Claude Opus 4.6. Interesting but not the story. The story is wh…

Model ReleasesDGX agent

The chart says GLM-5.1 scored 54.9 on coding benchmarks. Three points behind Claude Opus 4.6. Interesting but not the story. The story is what trained it. Zero Nvidia GPUs. 100,000 Huawei Ascend 910B

v0.20.4-rc2: gemma4: Disable FA on older GPUs where it doesn't work (#15403)

Local AiDGX agent

Ollama v0.20.4-rc2 is a release candidate that addresses a compatibility issue with Flash Attention (FA) for the Gemma 4 model on older GPUs. CUDA versions older than 7.5 lack the support needed t...

13 Aug 2026

Air Quality Station Simulation via LSTM and Attention-Based Modelling

Model ReleasesDGX agent

arXiv:2608.11839v1 Announce Type: new Abstract: Poor air quality in urban areas is driven by a complex chain of processes and presents a significant public health concern. To better understand and con

BoltNet: An Ultra-Lightweight Convolutional Network for On-Device Plant Species Identification

Local AiDGX agent

arXiv:2608.11844v1 Announce Type: new Abstract: Automated plant species identification from citizen-science imagery is an established, demanding fine-grained recognition problem: large taxonomic label

HAMP-LIC: Hessian-Aware Mixed-Precision Post-Training Quantization for Learned Image Compression

ResearchDGX agent

arXiv:2608.12239v1 Announce Type: cross Abstract: Use this plain-text version for the arXiv abstract field: Learned image compression (LIC) models achieve strong rate-distortion performance but are hi

Towards Tighter Convex Relaxation of Mixed-Integer Programs: Leveraging Logic Network Flow for Task and Motion Planning

ResearchDGX agent

arXiv:2509.24235v2 Announce Type: replace Abstract: This paper proposes an optimization-based task and motion planning framework, named 'Logic Network Flow,' that integrates temporal logic specificati

Uncertainty-Aware Compositional Localization and Placement Assessment of Catheters and Tubes in Chest X-Rays

Local AiDGX agent

arXiv:2608.11288v1 Announce Type: cross Abstract: Assessing catheter and tube placement on chest X-rays is safety-critical yet tedious and error-prone. Current deep learning methods either classify pl

Unifying Physical Backpropagation

Local AiDGX agent

arXiv:2608.11585v1 Announce Type: cross Abstract: Physical computing systems exploit device dynamics for computation, but their gradient-based optimization is challenging: backpropagation through a di

12 Aug 2026

3D Weighted Geometric Graph Neural Networks for Sheep Facial Pain Assessment

ResearchDGX agent

arXiv:2608.11050v1 Announce Type: cross Abstract: Deep learning systems perform mainly within the 2D for a single image domain and take the face as a single-dimension representation, losing sight of t

CHORUS: Complementary Experts for High-Coverage Testbench Stimulus Generation

Model ReleasesDGX agent

arXiv:2608.10090v1 Announce Type: new Abstract: Large language models (LLMs) have advanced code generation, where executable feedback provides a more reliable learning signal than textual imitation al

Closed-Loop LLM Co-Pilots for Digital Agriculture

Model ReleasesDGX agent

arXiv:2608.09949v1 Announce Type: new Abstract: This study evaluates the application of Large Language Models (LLMs) in complex biological systems, evolving from data analysis to autonomous, AI-guided

Compute-Optimal Is Not Cluster-Optimal: Systems-Aware Scaling for Sparse Mixture-of-Experts

ResearchDGX agent

arXiv:2608.10605v1 Announce Type: cross Abstract: In large-scale pretraining, the algorithm, architecture, and systems decisions are conventionally made in disconnected stages. A scaling law stage sel

Enabling Scalable Kinesthetic Teaching via Observer-based Hand-guiding with Active Support

ResearchDGX agent

arXiv:2608.10847v1 Announce Type: new Abstract: Kinesthetic teaching through robot hand-guiding provides a natural interface for collecting demonstrations in imitation learning and programming-by-demo

Google unveils the $399 Pixel Watch 5 with a satin pyrite case finish, offline Gemini, proactive AI suggestions, better GPS maps, and insulin resistance trends (Victoria Song/The Verge)

Model ReleasesDGX agent

Victoria Song / The Verge: Google unveils the 399 Pixel Watch 5 with a satin pyrite case finish, offline Gemini, proactive AI suggestions, better GPS maps, and insulin resistance trends — The 399 Goog

Google unveils the 899+ Pixel 11, 1,099+ 11 Pro, and $1,299+ 11 Pro XL, with a Tensor G6, new Gemini features, Magic Capture to pick the best frames, and more (Ivan Mehta/TechCrunch)

Model ReleasesDGX agent

Ivan Mehta / TechCrunch: Google unveils the 899+ Pixel 11, 1,099+ 11 Pro, and $1,299+ 11 Pro XL, with a Tensor G6, new Gemini features, Magic Capture to pick the best frames, and more — For the last f

I ran DeepSeek V4 Flash 284B + DSpark on one RTX PRO 6000. The drafter was faster in RAM than VRAM.

Model ReleasesDGX agent

Hey guys, Just finished benchmarking DeepSeek V4 Flash 284B + DSpark on a single RTX PRO 6000 96GB. Short version: DSpark: ~15–17% faster generation on my coding workload On this setup, the DSpark dra

Injecting Hallucinations in Autonomous Vehicles: A Component-Agnostic Safety Evaluation Framework

SafetyDGX agent

arXiv:2510.07749v2 Announce Type: replace Abstract: Perception failures in autonomous vehicles (AV) remain a major safety concern because they are the basis for many accidents. To study how these fail

Measure the Sim-to-Real Gap: Designing an Affordable Real-World Benchmark Platform for Reinforcement Learning in AIoT Systems

Model ReleasesDGX agent

arXiv:2607.10309v2 Announce Type: replace Abstract: Reinforcement learning (RL) is commonly employed to enhance the performance of autonomous systems, including the Autonomous Internet of Things (AIoT

PolypVision: A Three-Stage Hierarchical Deep Learning Framework for Classification and Segmentation of Colorectal Polyps

ResearchDGX agent

arXiv:2608.10649v1 Announce Type: new Abstract: Colorectal cancer (CRC) remains one of the leading causes of cancer-related mortality worldwide, predominantly arising from precancerous polyps. Accurat

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