local ai

Work in Progress Encoder and Decoder!

A Reddit post from the r/StableDiffusion community sharing a work-in-progress development of a custom encoder and decoder, likely relating to the VAE (Variational Autoencoder) or latent space componen

14 Apr 2026

ActFER: Agentic Facial Expression Recognition via Active Tool-Augmented Visual Reasoning

DGX agent

arXiv:2604.08990v1 Announce Type: new Abstract: Recent advances in Multimodal Large Language Models (MLLMs) have created new opportunities for facial expression recognition (FER), moving it beyond pur

local-aiarxiv-cs-cv

13 Apr 2026

Active Learning for Generalizable Detonation Performance Prediction of Energetic Materials

arXiv:2604.08744v1 Announce Type: cross Abstract: The discovery of new energetic materials is critical for advancing technologies from defense to private industry. However, experimental approaches rem

AgentZ — SOC Level AI With Ollama

AgentZ is a locally-run, SOC (Security Operations Center) level AI agent built on top of Ollama, designed to assist with cybersecurity tasks such as threat analysis, alert triage, and incident respons

AMD 12GB users (6700XT/7700XT): Anyone successfully generating decent video?

This Reddit thread from r/StableDiffusion discusses the experiences of users with AMD GPUs featuring 12GB of VRAM — specifically the RX 6700 XT and RX 7700 XT — attempting to generate AI video using S

AnimaYume - Anima finetune.

AnimaYume is a text-to-image model fine-tuned from Anima, a 2-billion-parameter anime-focused image generation model developed by CircleStone Labs in collaboration with Comfy Org, which is itself buil

Another BRIXEL in the Wall: Towards Cheaper Dense Features

arXiv:2511.05168v2 Announce Type: replace Abstract: Vision foundation models achieve strong performance on both global and locally dense downstream tasks. Pretrained on large images, the recent DINOv3

local-aiarxiv-cs-cv

any decent model to run on 9070xt locally

This Reddit thread from r/ollama discusses recommendations for running local AI models on the AMD Radeon RX 9070 XT using Ollama, touching on GPU compatibility considerations given that the card uses

Anyone actually solved character drift between scenes yet?

This r/StableDiffusion thread discusses the persistent community challenge of maintaining consistent character appearance across multiple generated scenes. Most diffusion models excel at one-shot crea

Approaches for addressing flicker from color/quality loss on looping videos?

This r/StableDiffusion thread discusses community strategies for combating flicker and color/quality degradation that commonly occurs in AI-generated looping videos. Flicker arises because each frame

b8771

**b8771** is a build release of [llama.cpp](https://github.com/ggml-org/llama.cpp), the open-source C/C++ library for running large language model (LLM) inference locally. Like other incremental build

b8772

Build **b8772** is a recent incremental release of [llama.cpp](https://github.com/ggml-org/llama.cpp), the open-source C/C++ library for local LLM inference. Based on surrounding release activity, it

b8775

Build b8775 is a specific incremental release of llama.cpp, the open-source C/C++ library for local LLM inference maintained under the ggml-org GitHub organization. Like other builds in its rapid, com

b8776

b8776

b8777

Build **b8777** is an incremental tagged release of the [llama.cpp](https://github.com/ggml-org/llama.cpp) project, a C/C++ library focused on enabling efficient LLM inference across a wide range of l

b8778

Build **b8778** is an incremental automated release of [llama.cpp](https://github.com/ggml-org/llama.cpp), the open-source C/C++ framework for running LLM inference locally and in the cloud. Like othe

b8779

Build **b8779** is an incremental release of [llama.cpp](https://github.com/ggml-org/llama.cpp), an open-source C/C++ framework for running large language model inference locally and in the cloud. Lik

b8781

llama.cpp build b8781 is the latest release of the open-source C/C++ LLM inference framework, published on April 13, 2026. Its primary change introduces a dedicated DeepSeek v3.2 chat parser along wit

Bayesian Ego-graph Inference for Networked Multi-Agent Reinforcement Learning

arXiv:2509.16606v5 Announce Type: replace-cross Abstract: In networked multi-agent reinforcement learning (Networked-MARL), decentralized agents must act under local observability and constrained comm

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

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

Can I use videos with hardcoded subtitles for LTX training?

This Reddit thread discusses whether videos containing hardcoded (burned-in) subtitles are suitable as training data for LTX video model fine-tuning. The community concern is that including such video

Case-Grounded Evidence Verification: A Framework for Constructing Evidence-Sensitive Supervision

arXiv:2604.09537v1 Announce Type: cross Abstract: Evidence-grounded reasoning requires more than attaching retrieved text to a prediction: a model should make decisions that depend on whether the prov

local-aiarxiv-cs-ai

Check out more examples on our blog! https://blog.comfy.org/p/seedance-20-is-now-available-in-comfyui

ComfyUI has integrated support for Seedance 2.0, a video generation model, making it accessible directly within the ComfyUI workflow interface. The announcement directs users to the official ComfyUI b

local-aicomfyui--x

Codex with Voiden

'Voiden' doesn't appear in any search results as a known model or tool in the Ollama ecosystem. Based on the Reddit source and the broader context of the r/ollama community, this post likely discusses

ComfyUI PNG Metadata Nodes

ComfyUI PNG Metadata Nodes is a set of custom nodes for ComfyUI that allows users to add custom metadata to PNG files, such as the prompt and settings used to generate an image. Users can incorporate

[ComfyUI] SaveImage node with save on button click + CLIP Text Encoder (Prompt) with cache

This Reddit post from r/StableDiffusion discusses custom ComfyUI workflow enhancements, specifically a modified SaveImage node that triggers image saving via a manual button click rather than automati

Corridor Crew green/blue screening tool: Corridor Key

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

cuba-memorys v0.7.0 — Persistent Memory for AI Agents

**cuba-memorys v0.7.0** is a persistent memory library for AI agents, shared in the r/ollama community, designed to give local LLM-powered agents the ability to retain information across sessions. It

Dataset source for AceStep team! XD

A Reddit post on r/StableDiffusion pointing the AceStep team toward a potential dataset source for training their open-source AI music generation model. AceStep is a music foundation model whose train

Dive into the docs to get started: https://lmstudio.ai/docs/integrations/openclaw

LM Studio announced an integration with OpenClaw, directing users to their official documentation at lmstudio.ai/docs/integrations/openclaw to get started. This post promotes a new or updated integrat

local-ailm-studio--x

Does anyone know which model and potentially Lora was used to create these?

This Reddit thread from r/StableDiffusion is a community-driven reverse-identification request, where a user shares AI-generated images and asks fellow community members to help determine which Stable

Does anyone recognize what artist tags the user @Magnus_waifu on Twitter/X might be using for their images?

This Reddit post from r/StableDiffusion is a community help thread in which a user seeks to identify the specific artist tags being used by the Twitter/X account @Magnus_waifu to achieve a particular

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

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

Face vs body Zit Lora

This Reddit post from r/StableDiffusion discusses a community comparison or showcase involving a 'Zit LoRA' — a Stable Diffusion LoRA model — examining how it performs differently when applied to face

FaceLiVTv2: An Improved Hybrid Architecture for Efficient Mobile Face Recognition

arXiv:2604.09127v1 Announce Type: new Abstract: Lightweight face recognition is increasingly important for deployment on edge and mobile devices, where strict constraints on latency, memory, and energ

local-aiarxiv-cs-cv

From Frames to Events: Rethinking Evaluation in Human-Centric Video Anomaly Detection

arXiv:2604.09327v1 Announce Type: new Abstract: Pose-based Video Anomaly Detection (VAD) has gained significant attention for its privacy-preserving nature and robustness to environmental variations.

local-aiarxiv-cs-cv

Fully Autonomous Z-Score-Based TinyML Anomaly Detection on Resource-Constrained MCUs Using Power Side-Channel Data

arXiv:2604.08581v1 Announce Type: new Abstract: This paper presents a fully autonomous Tiny Machine Learning (TinyML) Z-Score-based anomaly detection system deployed on a low-power microcontroller for

GL-LowPopArt: A Nearly Instance-Wise Minimax-Optimal Estimator for Generalized Low-Rank Trace Regression

arXiv:2506.03074v5 Announce Type: replace-cross Abstract: We present `GL-LowPopArt`, a novel Catoni-style estimator for generalized low-rank trace regression. Building on `LowPopArt` (Jang et al., 202

GLM 5.1 on Ollama

GLM-5.1 is Z.AI's next-generation flagship model for agentic engineering, featuring significantly stronger coding capabilities than its predecessor and achieving state-of-the-art performance on SWE-Be

How are you feeding personal context to your local models?

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

I built a local AI agent dashboard for Ollama — free and open source

A Reddit post on r/ollama in which a developer shares a self-built, free and open-source dashboard for managing and interacting with AI agents powered by Ollama, enabling fully local and private LLM-b

I built a local-first AI security scanner - 4 Agents, consensus scoring, free forever with Ollama

A community-built, privacy-focused security scanning tool shared on r/ollama that uses four specialized AI agents running locally via Ollama to analyze code or systems for vulnerabilities, aggregating

I built an AI system that turns a child’s photo into a consistent storybook character (workflow + challenges)

The Reddit post describes a user-built AI pipeline using Stable Diffusion that takes a real photo of a child and transforms it into a visually consistent, stylized storybook character that can be repr

I can't run Ace-Step 1.5 XL on Comfy!?

This r/StableDiffusion thread addresses user difficulties running ACE-Step 1.5 XL in ComfyUI — an AI music generation model that was released on April 2, 2026, featuring a 4B-parameter DiT decoder for

I found this interesting as it gives insight to how Z-image Turbo breaks down a prompt and then enhances it before image generation. Auto-translation to English included below in the text body.

This r/StableDiffusion post shares a community-sourced look at how Z-Image Turbo — a 6-billion-parameter text-to-image model by Alibaba's Tongyi-MAI team, built on a Scalable Single-Stream Diffusion T

I made a playable ping pong game where every frame is ai generated. This is my interactive diffusion model I made from scratch.

A Reddit user on r/StableDiffusion showcased a fully playable ping pong game in which every individual frame is rendered in real time by a custom-built interactive diffusion model, rather than using t

IC-LoRA-Detailer: It's for post-processing, not just rendering (LTX2.3)

The IC-LoRA-Detailer is a video detailer IC-LoRA trained on top of LTX-2-19b, designed to enhance fine details and textures in generated videos. It improves textures, edges, and small visual elements

I’m looking for advice on setting up a local AI model that can generate Word reports automatically.

This r/ollama thread discusses community advice on configuring a locally-run AI model (via Ollama) to automatically generate Word documents or reports, covering topics such as model selection, scripti