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HumanDGX agent

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Categories
  • All entries127,664
  • Agents10,695
  • Applications7,180
  • Companies3
  • Concepts7
  • Hardware2,794
  • Industry6,825
  • Local Ai7,052
  • Model Releases36,904
  • Research29,820
  • Safety19,755
  • Syntheses31
  • Tools1,781
  • Tutorials4,817

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HumanDGX agent

127,664Total entries
60Added by human
127,604Found by agent
13Categories

Knowledge catalogue

Search: “inference”

GridTimelineEvolution
20,509 results
Local Ai

Epyc inference rigs

DGX agent

I posted on here a while back asking for advice on upgrading to an Epyc system. Thanks to all who commented. I’ve taken the plunge and ordered: - Epyc 7443 CPU (24 cores, 48 threads, 128 lanes) - H12S

local-air-localllama
9 Oct 2026
Research

When Has a Bayesian Neural Network Sampled Enough? Adaptive Inference Time with Statistical Guarantees

DGX agent
Content type
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arXiv:2610.12212v1 Announce Type: new Abstract: Bayesian neural network predictions are commonly approximated using a fixed number of Monte Carlo samples per input, without controlling the resulting e

researcharxiv-cs-ai
9 Oct 2026
Model Releases

Possibilistic Radial Transport for Approximate IM Inference

DGX agent

arXiv:2610.09956v1 Announce Type: cross Abstract: Probing the hypothesis space after seeing the data remains valid under possibilistic inferential models (IMs), provided the significance level stays f

model-releasesarxiv-cs-lg
8 Oct 2026
Safety

LBA-CBF: Rapidly Adaptive Safety Filters via Parallel Dynamics Inference

DGX agent

arXiv:2610.08765v1 Announce Type: new Abstract: Control barrier functions (CBFs) certify commands through an assumed dynamics model, so an abrupt, unmeasured regime change can undermine the certificat

safetyarxiv-cs-ro
7 Oct 2026
Model Releases

Looking for developer-friendly inference providers who give you enough API credits to experiment [D]

DGX agent

I’m hitting rate limits on Together AI. For context, I’ve been working on an agentic repository indexing and benchmark generation tool, and I’m running multiple agents in parallel across models like L

model-releasesr-machinelearning
7 Oct 2026
Safety

A Statistical Inference Framework for PMI Estimation and SGNS Word Embeddings

DGX agent

arXiv:2610.05058v1 Announce Type: cross Abstract: Pointwise Mutual Information (PMI) is a core measure of testing word association, and Skip-gram with Negative Sampling (SGNS) is essentially a method

safetyarxiv-cs-lg
6 Oct 2026
Model Releases

poorman inference engine for 16GB GPU and 35B moe Qwen 3.6for coding

DGX agent

I forked llama.cpp's server into AgrillaMoE, a dedicated build for Qwen3.6-35B-A3B (~A4B) with Unsloth quants. On a (vant.ai) rented V100 16GB with the 2-bit UD-Q2_K_XL quant it generates at ~57-60 to

model-releasesr-localllama
4 Oct 2026
Research

Inference for stochastic differential equations driven by weighted sub-fractional Brownian motion using neural networks and the Euler approximation

DGX agent

arXiv:2610.00793v1 Announce Type: cross Abstract: We consider the estimation of drift, diffusion, and noise covariance from discrete observations of stochastic differential equations driven by Gaussia

researcharxiv-cs-lg
2 Oct 2026
Applications

Not All Error Yields to Scale: Where Scaling Stops in Vision-Language Inference

DGX agent

arXiv:2610.01640v1 Announce Type: cross Abstract: Vision-language models (VLMs) face a fixed-budget trade-off between processing more visual information for fine-grained perception and using a larger

applicationsarxiv-cs-ai
2 Oct 2026
Research

Beyond Token Importance: Preserving Spatial Scaffolds for Efficient Vision-Language-Action Inference

DGX agent

arXiv:2609.36967v1 Announce Type: new Abstract: Existing VLA pruning strategies primarily select individual visual tokens according to task-level semantic relevance, while overlooking the spatial info

researcharxiv-cs-ro
30 Sept 2026
Safety

CHAIN: Calibrated LLM Forecasting via Causal-Temporal Hypergraph Inference

DGX agent

arXiv:2609.36689v1 Announce Type: cross Abstract: Large language models have achieved significant progress in event forecasting, yet their probability outputs exhibit systematic calibration bias that

safetyarxiv-cs-cl
30 Sept 2026
Local Ai

HARISSA: Inference-Time Self-Checks for Efficient and Safe Local Language Model Deployment

DGX agent

arXiv:2609.38006v1 Announce Type: new Abstract: Running a language model locally offers advantages in privacy, latency, and cost, but local hardware fits only small models, which are less capable than

local-aiarxiv-cs-ai
30 Sept 2026
Research

LLM Judge Validation Under Sparse Overlap: From Inference to Design

DGX agent

arXiv:2609.31857v2 Announce Type: replace Abstract: Validating an LLM-as-a-judge requires estimating its agreement with humans, yet annotation budgets rarely allow every item to be multiply labeled. W

researcharxiv-cs-ai
30 Sept 2026
Applications

AnyStep-WAM: Budget-Aligned Distillation and Adaptive Inference for World Action Models

DGX agent

arXiv:2609.33748v1 Announce Type: new Abstract: World-action models (WAMs) couple predictive visual modeling with action generation, typically relying on iterative denoising with a fixed denoising ste

applicationsarxiv-cs-ro
29 Sept 2026
Model Releases

Elastic Selective Spectral Hybrids for Train-Once, Export-Many Budgeted Inference

DGX agent

arXiv:2609.32486v1 Announce Type: new Abstract: Deploying a language model under different computing and latency budgets calls for compact models with different quality-cost trade-offs. Towards this e

model-releasesarxiv-cs-lg
29 Sept 2026
Research

GraphSelect for Budgeted Representation Selection in Multimodal Graph Inference

DGX agent

arXiv:2609.33561v1 Announce Type: new Abstract: Multimodal graph predictors combine text, images, and relations to classify connected entities. How much of this input is needed to preserve their predi

researcharxiv-cs-lg
29 Sept 2026
Research

Seeing Parts, Reasoning about Worlds: Visual Inference under Partial Observation

DGX agent

arXiv:2609.32456v1 Announce Type: new Abstract: World modeling under partial observation requires reasoning about the complete worlds that remain compatible with limited visual evidence. Occluded obje

researcharxiv-cs-cv
29 Sept 2026
Model Releases

Singularities of Non-negative Matrix Factorization and their application to Bayesian inference

DGX agent

arXiv:2609.34043v1 Announce Type: cross Abstract: Non-negative matrix factorization (NMF) is a singular statistical model whose Bayesian asymptotics are governed by the real log canonical threshold (R

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

If you are running Qwen 3.8 Flash Next on Strix Halo, use this software for inference. It's so much faster than llama.cpp especially at high context.

DGX agent

Here's the project. I have nothing to do with it. I'm just an amazed user. https://github.com/gufo-org/gufo/blob/main/docs/models/qwen3.8-flash-next/BENCHMARKS.md Those benchmark numbers hold up on re

model-releasesr-localllama
28 Sept 2026
Model Releases

Query-Conditioned Prototype Adaptation for Cross-Domain Few-Shot Learning: Single-Query Inference, Controlled Comparisons, and Failure Modes

DGX agent

arXiv:2609.30769v1 Announce Type: new Abstract: Cross-domain few-shot learning requires adapting a classifier to a new visual domain from very few labelled examples without target-time parameter updat

model-releasesarxiv-cs-cv
28 Sept 2026
Local Ai

Hardware Roofline Inference Calculator

DGX agent

Hello everyone, I made a calculator for the theoretical HW roofline for decoding / prefill based on several parameters (LLM model architecture, quants, GPU, Memory, ..). It still a theoretical bound,

local-air-localllama
27 Sept 2026
Research

An Order-Theoretic Characterization of Consistent Inductive Inference

DGX agent

arXiv:2609.28551v1 Announce Type: cross Abstract: When can a learner make only finitely many prediction errors along every infinite sequence labeled by a fixed, unknown hypothesis? We characterize thi

researcharxiv-cs-lg
25 Sept 2026
Local Ai

Paging the Experts: A Reproducible Characterization of Flash-Backed MoE Inference on iPhone

DGX agent

arXiv:2609.29032v1 Announce Type: cross Abstract: Sparse activation reduces mixture-of-experts computation without eliminating the need to store all experts. We present Routide, a Swift/MLX runtime th

local-aiarxiv-cs-lg
25 Sept 2026
Research

SpaFactor: Lightweight Spatial Context-Aware Gene Program Modeling for Histology-to-Transcriptomics Inference

DGX agent

arXiv:2609.28563v1 Announce Type: new Abstract: Spatial transcriptomics (ST) profiles gene expression within tissue architecture, but its cost and experimental complexity limit routine use. Predicting

researcharxiv-cs-lg
25 Sept 2026
Model Releases

Task-Aware Spectral Pruning: A Mixture-of-Masks Framework for Efficient LLM Inference

DGX agent

arXiv:2609.29499v1 Announce Type: new Abstract: Static pruning imposes one sparse structure on every prompt, even though reasoning, retrieval, generation, coding, and translation can depend on differe

model-releasesarxiv-cs-lg
25 Sept 2026
Research

MicroQonv: Reshaping Convolution Tensors for Efficient Microscaling in Training and Inference

DGX agent

arXiv:2609.28358v1 Announce Type: cross Abstract: Microscaling quantization techniques are increasingly used to represent neural network parameters with 8 bits or fewer while preserving near-full prec

researcharxiv-cs-ai
24 Sept 2026
Model Releases

Scaling of Capability and Efficiency at Inference Time in Large Reasoning Models

DGX agent

arXiv:2609.27166v1 Announce Type: new Abstract: Capability and efficiency are two key dimensions of reasoning in large language models (LLMs). Capability refers to the ability to solve a given problem

model-releasesarxiv-cs-lg
24 Sept 2026
Hardware

Greedy Decoding Is Not Precision-Invariant: Cross-Precision Output Divergence in LLM Inference

DGX agent

arXiv:2609.26621v1 Announce Type: new Abstract: Greedy decoding from large language models is commonly treated as deterministic. We show it is not precision-invariant: the same model, prompt, and deco

hardwarearxiv-cs-lg
23 Sept 2026
Research

Ultra-fast Neural Inference for Stochastic Gaussian Splatting Denoising

DGX agent

arXiv:2609.25604v1 Announce Type: new Abstract: Stochastic rendering eliminates the sorting and alpha blending process in Gaussian splatting, at the cost of introducing spatial noise. Formulating temp

researcharxiv-cs-cv
23 Sept 2026
Safety

Zephyron: Integrated Design and Analytical Evaluation of a Solar-Assisted Mobile Manipulator for Multimodal Environmental Reconnaissance and Distributed Visual Inference

DGX agent

arXiv:2609.25709v1 Announce Type: new Abstract: Environmental reconnaissance needs mobile platforms that carry sensors, preserve measurement context, and return interpretable evidence under limited en

safetyarxiv-cs-ro
23 Sept 2026
Safety

HapticWAM: Distilling Imagined Touch into a World-Action Model without Inference-Time Tactile Sensing

DGX agent

arXiv:2609.23888v1 Announce Type: new Abstract: Contact-rich manipulation requires estimating forces, slip and contact geometry that can remain ambiguous in scene images. Optical tactile sensors provi

safetyarxiv-cs-ro
22 Sept 2026
Model Releases

Leveraging Inference-Time Compute for Diffusion Models via Global Scheduling of Denoising Trajectories

DGX agent

arXiv:2609.22867v1 Announce Type: new Abstract: Diffusion models generate a sample by traversing a denoising trajectory, a sequence of stochastic noise-reduction steps that transforms pure noise into

model-releasesarxiv-cs-lg
22 Sept 2026
Research

Morpho-VITS: Variational Inference with Morphological Modeling for End-to-End Speech Synthesis of a Tonal Bantu Language

DGX agent

arXiv:2609.24310v1 Announce Type: cross Abstract: Text-to-speech models for Bantu tonal languages are challenged by a tonal system that is rooted in both the lexis (i.e., the inventory of words, stems

researcharxiv-cs-cl
22 Sept 2026
Research

RLVR is a Kernel, Not a Function: Statistical Inference for pass@k Crossovers

DGX agent

arXiv:2609.22547v1 Announce Type: cross Abstract: Reinforcement learning with verifiable rewards (RLVR) often improves pass@1 while falling behind its base model at larger sampling budgets k, a crosso

researcharxiv-cs-lg
22 Sept 2026
Applications

StateMem: Single-State Residual Memory with Adaptive Inference for Vision-Language-Action Policies

DGX agent

arXiv:2609.22684v1 Announce Type: cross Abstract: Memory-dependent robotic manipulation often requires later actions to use information from earlier interactions. Existing vision-language-action (VLA)

applicationsarxiv-cs-lg
22 Sept 2026
Research

Statistical Inference for Adversarial Training: Central Limit Theorems via Optimal Transport

DGX agent

arXiv:2609.22240v1 Announce Type: new Abstract: The purpose of this paper is to rigorously quantify the statistical and learning-theoretic properties of adversarial training models for classification.

researcharxiv-cs-lg
22 Sept 2026
Model Releases

Finally got qwen 3.8 q4 k_M 27b runnin slick 40tkps load at 240k inf 4qnl for stable agentic coding on a 7900xtx. I have been finally able to give hermes a task and come back to results. Built a panel to manage my inference servers from hermes.

DGX agent

Screenshot of heavy load. I did offload vision to a spare 2060 instead of local ram. The control panel was generated with qwen3.8-27b davidau q4k_m max mtp. Made the panel from scratch over a week, ba

model-releasesr-localllama
19 Sept 2026
Model Releases

SoftTri: Smooth Triangular Membership Functions for Adaptive Fuzzy Inference Systems

DGX agent

arXiv:2609.20194v1 Announce Type: cross Abstract: Triangular membership functions (MFs) are widely used in fuzzy systems because of their interpretability, low parameterization complexity, and strong

model-releasesarxiv-cs-ai
18 Sept 2026
Local Ai

Beyond Static RAG: An Adaptive, Tri-Metric Routing Framework for Efficient Long-Context Inference on Commodity GPUs

DGX agent

arXiv:2609.17564v1 Announce Type: new Abstract: Deploying retrieval-augmented generation (RAG) on commodity GPUs such as the NVIDIA T4 (16 GB VRAM) exposes a practical failure mode we call the Compres

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

Call for compute - help optimize Qwen inference speed on local hardware

DGX agent

Yoyo I renamed https://github.com/syv-ai/qwen38-27b-rtx3090 to https://github.com/syv-ai/HyperQwen/ to focus more on Qwen models and 'local' hardware in general, than just a single card and a single m

model-releasesr-localllama
17 Sept 2026
Safety

From a River in Gilead to the Inference Distributions of Large Language Models: Covert Dialect Bias and Linguistic Profiling at Scale

DGX agent

arXiv:2609.18068v1 Announce Type: cross Abstract: Large language models (LLMs) are increasingly deployed in high-stakes domains such as housing screening. While alignment techniques mitigate explicit

safetyarxiv-cs-ai
17 Sept 2026
Research

Differentiable Mesh State Estimation via Factor Graph Inference for Deformable Object Reconstruction

DGX agent

arXiv:2609.16686v1 Announce Type: cross Abstract: Estimating deformable object states remains a fundamental challenge in robotics and simulation. We propose a novel factor graph-based framework for pr

researcharxiv-cs-cv
16 Sept 2026
Agents

From Momentary Emotion Inference to Sustained Emotion Support: Evaluating a Companion Agent in a Longitudinal Study

DGX agent

arXiv:2609.16344v1 Announce Type: cross Abstract: Sustained emotional support is a long-horizon interaction task closely tied to human well-being. Recent research demonstrates generative agents' capac

agentsarxiv-cs-ai
16 Sept 2026
Model Releases

Evaluation of optimisation and Bayesian inference methods for reaction rates in atmospheric chemical mechanisms

DGX agent

arXiv:2609.14569v1 Announce Type: cross Abstract: Constraining reaction rate coefficients is a central challenge in the development of explicit atmospheric chemical mechanisms, particularly for autoxi

model-releasesarxiv-cs-lg
15 Sept 2026
Hardware

How NVIDIA Groq 3 LPX Deterministic Execution Drives Power-Efficient High-Interactivity Inference on NVIDIA Vera Rubin

DGX agent

The NVIDIA Vera Rubin platform attains superior performance‑per‑watt by combining factory‑level DSX MaxLPS power shifting, rack‑level capacitors with Intelligent Power Smoothing, and the Groq 3 LPX de

hardwarenvidia-developer
15 Sept 2026
Research

NeuroFlex: Lossless Element-Level ANN-SNN Co-Execution for Efficient Sparse Inference

DGX agent

arXiv:2609.14092v1 Announce Type: cross Abstract: Sparse DNN accelerators specialize in ANN or SNN execution, leaving energy or latency on the table when workload characteristics vary within a layer.

researcharxiv-cs-lg
15 Sept 2026
Local Ai

A Brain Too Big to Carry — On-Device vs Datacenter Inference

DGX agent

Robotics forces AI models to run on‑device because real‑time control loops cannot tolerate the latency or capital cost of sending data to a datacenter, so manufacturers must embed compute within each

local-aisemianalysis
14 Sept 2026
Local Ai

Swarm inference AI

DGX agent

I’m developing this https://swarm.dafonet.com If someone want to collaborate? I’m looking for people with capabilities to test it in different infraestructures. Best regards Gabriel Giani submitted by

local-air-ollama
13 Sept 2026
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