local ai

Lyra 2.0 : Explorable Generative 3D Worlds

Lyra 2.0 is an NVIDIA research project that extends the original Lyra framework for generative 3D world creation, using a self-distillation approach to distill the implicit 3D knowledge in video diffu

Masked by Consensus: Disentangling Privileged Knowledge in LLM Correctness

DGX agent

arXiv:2604.12373v1 Announce Type: new Abstract: Humans use introspection to evaluate their understanding through private internal states inaccessible to external observers. We investigate whether larg

local-aiarxiv-cs-cl

15 Apr 2026

Mismatched Shoes - Are our two feet actually identical? Barry doesn't think so

A Reddit post in the r/StableDiffusion community exploring the concept that human feet are not perfectly symmetrical mirror images of each other, framed around a character or persona named 'Barry.' Th

MoDora: Tree-Based Semi-Structured Document Analysis System

arXiv:2602.23061v3 Announce Type: replace-cross Abstract: Semi-structured documents integrate diverse interleaved data elements (e.g., tables, charts, hierarchical paragraphs) arranged in various and

More details: https://blog.comfy.org/p/ernie-image-day-0-support

ComfyUI announced day-zero support for ERNIE Image, Baidu's image generation model, with full implementation details available on their official blog. The integration allows users to run ERNIE Image m

local-aicomfyui--x

need a grok/neno-banana like img2img generation colab cell

A r/StableDiffusion thread where a user seeks a Google Colab notebook cell that replicates the img2img generation style or workflow of tools like 'grok' or 'neno-banana' — likely referring to specific

Need help with LTX 2.3 Desktop. Maybe my prompting is crap but I keep getting these.

This r/StableDiffusion thread discusses user difficulties generating quality outputs with LTX-2.3 Desktop, an open-source AI video generation model, and seeks community advice on improving prompting t

Need help with Train LoRA node which is in BETA.

This Reddit thread from r/StableDiffusion is a community support discussion centered on troubleshooting the beta-stage 'Train LoRA' node, likely within ComfyUI's node-based workflow environment. Users

NucleusAI/Nucleus-Image (Samples)

The Reddit post about NucleusAI/Nucleus-Image appears to be a community showcase of sample outputs from a text-to-image generative AI model called Nucleus-Image, developed by NucleusAI. The post is sh

Ollama broken on Apple M5 + macOS 26 — Metal shader crash on every model (500 error)

Ollama consistently fails to run any model on Apple M5 hardware running macOS 26, with the Metal backend failing to initialize and the runner process terminating with a 500 Internal Server Error. The

Ollama cloud + GLM 5.1 slow and stupid or am I?

This Reddit thread likely discusses user frustrations with performance issues when running GLM-5.1 via Ollama's cloud inference option (`glm-5.1:cloud`), a flagship agentic coding model from Z.AI. Com

Ollama Cloud has become unbearably slow

This Reddit thread from r/ollama discusses user-reported degradation in performance on Ollama Cloud, with community members experiencing notably sluggish response times. The complaints likely center o

Ollama Open-Source Agent Self-Reflection Harness

An open-source agent self-reflection harness built on top of Ollama, shared in the r/ollama community, that enables locally run LLMs to evaluate and iteratively refine their own outputs. The project p

OllamaGPT Teaser

OllamaGPT is a self-hosted, ChatGPT-style web interface that runs locally using Ollama as its backend LLM engine, requiring no API keys or external services. It is designed for developers and power us

PC-MIL: Decoupling Feature Resolution from Supervision Scale in Whole-Slide Learning

arXiv:2604.12100v1 Announce Type: new Abstract: Whole-slide image (WSI) classification in computational pathology is commonly formulated as slide-level Multiple Instance Learning (MIL) with a single g

Please, god can someone point me to a good source for creating modelfiles for specific archs?

This r/ollama Reddit post reflects a common community frustration around finding clear, architecture-specific documentation for writing Ollama Modelfiles. A Modelfile is the blueprint used to create a

[Project] Babel-Brief: A local AI Telegram secretary to summarize the noise (Python + Ollama API)

Babel-Brief is a self-hosted Python project shared on r/ollama that acts as a local AI 'secretary' for Telegram, designed to monitor and summarize high-volume or noisy group chats using a locally runn

Qwen3 technical arch

Qwen3 is a series of large language models spanning both dense and Mixture-of-Experts (MoE) architectures, with parameter scales ranging from 0.6B to 235B, and a key innovation being the integration o

RePAIR: Interactive Machine Unlearning through Prompt-Aware Model Repair

arXiv:2604.12820v1 Announce Type: new Abstract: Large language models (LLMs) inherently absorb harmful knowledge, misinformation, and personal data during pretraining on large-scale web corpora, with

Rethinking the Personalized Relaxed Initialization in the Federated Learning: Consistency and Generalization

arXiv:2604.12768v1 Announce Type: new Abstract: Federated learning (FL) is a distributed paradigm that coordinates massive local clients to collaboratively train a global model via stage-wise local tr

Ride the Wave: Precision-Allocated Sparse Attention for Smooth Video Generation

arXiv:2604.12219v1 Announce Type: cross Abstract: Video Diffusion Transformers have revolutionized high-fidelity video generation but suffer from the massive computational burden of self-attention. Wh

Robust Federated Inference

arXiv:2510.00310v3 Announce Type: replace Abstract: Federated inference, in the form of one-shot federated learning, edge ensembles, or federated ensembles, has emerged as an attractive solution to co

rubs hands together

A post from the r/StableDiffusion subreddit titled '*rubs hands together*,' likely featuring an AI-generated image created using Stable Diffusion, possibly showcasing a character or figure in an antic

Running a 31B model locally made me realize how insane LLM infra actually is

A Reddit post from r/ollama in which a user shares their experience running a 31B parameter model locally using Ollama, reflecting on the surprisingly demanding hardware and infrastructure requirement

Safe-FedLLM: Delving into the Safety of Federated Large Language Models

arXiv:2601.07177v2 Announce Type: replace-cross Abstract: Federated learning (FL) addresses privacy and data-silo issues in the training of large language models (LLMs). Most prior work focuses on imp

Sanitizing SMS?

This Reddit post on r/ollama likely discusses techniques for using a locally-run Ollama LLM to sanitize, filter, or process incoming SMS messages — for example, detecting spam, extracting relevant inf

Spatial-Spectral Adaptive Fidelity and Noise Prior Reduction Guided Hyperspectral Image Denoising

arXiv:2604.12600v1 Announce Type: new Abstract: The core challenge of hyperspectral image denoising is striking the right balance between data fidelity and noise prior modeling. Most existing methods

TempoNet: Slack-Quantized Transformer-Guided Reinforcement Scheduler for Adaptive Deadline-Centric Real-Time Dispatchs

arXiv:2602.18109v2 Announce Type: replace Abstract: Real-time schedulers must reason about tight deadlines under strict compute budgets. We present TempoNet, a reinforcement learning scheduler that pa

TempR1: Improving Temporal Understanding of MLLMs via Temporal-Aware Multi-Task Reinforcement Learning

arXiv:2512.03963v3 Announce Type: replace Abstract: Enhancing the temporal understanding of Multimodal Large Language Models (MLLMs) is essential for advancing long-form video analysis, enabling tasks

Tencent HY-World-2.0 is now public

Tencent HY-World 2.0 is an open-source AI world model that generates real 3D scenes directly usable in game engines like Unreal Engine and Unity; unlike previous versions which produced video-based wo

Testing Ollama with Genma 4 and internet search turned on, and got the model extremely confused that it got results from the future

A Reddit post from the r/ollama community documents a user's experiment running Google's Gemma 4 model locally via Ollama with web search (internet access) enabled, which resulted in the model becomin

The Illusion of Fit: Spatially Resolved Assessment of Constitutive Model Validity in Elastography and Physics-Based Inverse Problems

arXiv:2502.07415v2 Announce Type: replace-cross Abstract: Inferring the mechanical properties of soft tissues from measured deformations is a fundamental challenge in elastography. A rarely examined a

Time-reversed Flow Matching with Worst Transport in High-dimensional Latent Space for Image Anomaly Detection

arXiv:2508.05461v3 Announce Type: replace Abstract: Likelihood-based deep generative models have been widely investigated for Image Anomaly Detection (IAD), particularly Normalizing Flows, yet their s

Toward Efficient and Robust Behavior Models for Multi-Agent Driving Simulation

arXiv:2512.05812v5 Announce Type: replace-cross Abstract: Scalable multi-agent driving simulation requires behavior models that are both realistic and computationally efficient. We address this by opt

Towards Interpretable Foundation Models for Retinal Fundus Images

arXiv:2603.18846v2 Announce Type: replace Abstract: Foundation models are used to extract transferable representations from large amounts of unlabeled data, typically via self-supervised learning (SSL

Uncertainty Guided Exploratory Trajectory Optimization for Sampling-Based Model Predictive Control

arXiv:2604.12149v1 Announce Type: new Abstract: Trajectory optimization depends heavily on initialization. In particular, sampling-based approaches are highly sensitive to initial solutions, and limit

local-aiarxiv-cs-ro

Unveiling the Surprising Efficacy of Navigation Understanding in End-to-End Autonomous Driving

arXiv:2604.12208v1 Announce Type: cross Abstract: Global navigation information and local scene understanding are two crucial components of autonomous driving systems. However, our experimental result

VideoFlexTok: Flexible-Length Coarse-to-Fine Video Tokenization

arXiv:2604.12887v1 Announce Type: new Abstract: Visual tokenizers map high-dimensional raw pixels into a compressed representation for downstream modeling. Beyond compression, tokenizers dictate what

ViLL-E: Video LLM Embeddings for Retrieval

arXiv:2604.12148v1 Announce Type: new Abstract: Video Large Language Models (VideoLLMs) excel at video understanding tasks where outputs are textual, such as Video Question Answering and Video Caption

VNCCS QIE2511 PoseStudio Lora for ART has been updated!

The VNCCS PoseStudio LoRA for QIE2511 (Qwen-Image-Edit-2511) is a LoRA adapter designed to enhance pose control within the VNCCS (Visual Novel Character Creation Suite) ecosystem for ComfyUI. VNCCS Po

VPTracker: Global Vision-Language Tracking via Visual Prompt

arXiv:2512.22799v2 Announce Type: replace Abstract: Vision-Language Tracking aims to continuously localize objects described by a visual template and a language description. Existing methods, however,

We are rushing to add more capacity to Ollama's cloud. Please be patient with us as we add more GPUs. 🙏

Ollama announced they are expanding cloud infrastructure capacity by adding more GPUs to meet demand, asking users for patience during the scaling process. This indicates Ollama's cloud service experi

local-aiollama--x

We believe the future of intelligence is decentralized. Tonight we're opening the new @agi_inc office in SF with a dinner, gathering chipmak…

We believe the future of intelligence is decentralized. Tonight we're opening the new @agi_inc office in SF with a dinner, gathering chipmakers, OEM partners, and investors to discuss what happens whe

local-aidiv-garg--x

What does 'Run <number> cloud models at a time' in Ollama Cloud Subscription mean?

The Ollama Cloud Subscription includes a feature described as 'Run cloud models at a time,' which refers to how many AI models a user can have simultaneously loaded and running in the cloud at any giv

When Robert Burns meets LTX and Ace Step xl

This r/StableDiffusion post likely showcases a creative AI-generated video or audio experiment combining the poetry or likeness of Scottish poet Robert Burns with two AI generation tools: LTX (Lightri

Which cloud model do you use for coding? Which one got better reasoning?

This r/ollama thread is a community discussion where users share their preferred cloud-based AI models for coding tasks and compare their reasoning capabilities. The conversation likely highlights pop

Why isn't JoyAI Image Edit getting any love?

A Reddit thread on r/StableDiffusion questioning why JoyAI Image Edit — a unified multimodal foundation model for image understanding, text-to-image generation, and instruction-guided image editing —

WSL broke my wifi

A Reddit post in r/ollama where a user reports that installing or running WSL (Windows Subsystem for Linux) caused Wi-Fi connectivity issues on their Windows machine. The discussion likely covers the