Knowledge catalogue
arXiv:2604.09067v1 Announce Type: new Abstract: Data augmentation is a crucial technique for improving model generalization and robustness, particularly in deep learning models where training data is
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
arXiv:2604.08945v1 Announce Type: new Abstract: Accurate object geometry estimation is essential for many downstream tasks, including robotic manipulation and physical interaction. Although vision is
A Reddit user exploring Ollama Cloud noted that, at the time of their post, only the Kimi model supported image (vision/multimodal) inputs among the available cloud models. Kimi K2.5 is a native multi
This Reddit post from r/StableDiffusion announces the release of 'Distilled v1.1,' an updated version of a knowledge-distilled Stable Diffusion model, likely building on prior distillation work that p
This r/ollama Reddit post appears to be a community discussion about using Ollama in a minimal, retro, or stripped-down fashion — likely exploring terminal-based, command-line-only, or low-tech intera
This r/StableDiffusion post demonstrates a practical workflow in which a user employs LTX 2.3's anchor frame injection technique — using keyframes such as first, middle, or last frames to condition vi
Ollama v0.20.7 is a patch-level release in the v0.20.x series of Ollama, the open-source platform for running large language models locally. Based on the progression of the 0.20.x releases — which hav
Ollama v0.20.7-rc0 is a release candidate that introduces renderer tests for the `nothink` mode specific to the Gemma 4 model (PR #15554). The `nothink` feature allows Gemma 4 to bypass its default ch
Ollama v0.20.8-rc0 is a release candidate that introduces MLX support for Google's Gemma 4 model family on Apple Silicon, addressing a prior limitation where Ollama would throw a `Gemma4ForConditional
Ollama posted a status update on X (formerly Twitter) acknowledging that their cloud infrastructure was experiencing scaling challenges, requiring overnight work by their team. Users may have encounte
A developer shared a self-built local LLM client on the r/ollama subreddit, distinguishing it from the many existing options by emphasizing a polished, well-designed user interface and a complete abse
A Reddit post on r/StableDiffusion showcasing image generations using a combination of Z-Image Turbo — a distilled 6B parameter efficient image generation model with sub-second inference latency — pai
This Reddit thread from r/ollama discusses user experiences with unexpected or confusing usage limit restrictions on Ollama's cloud service, which enforces session and weekly quotas that reset on a ro
This r/StableDiffusion post demonstrates running AceStep 1.5 XL Turbo alongside LTX Video 2.3 on a laptop equipped with an 8GB NVIDIA RTX 5060 GPU — a notable feat given that the XL (4B) model require
This r/ollama Reddit thread discusses the issue of ANSI escape codes appearing in Ollama's CLI output, where the terminal's formatting characters (used for features like word wrapping and loading anim
This Reddit thread from r/StableDiffusion seeks community recommendations for Stable Diffusion base models capable of generating Western cartoon-style imagery, distinguishing this aesthetic from the m
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
A Reddit post in the r/StableDiffusion community titled 'App Feedback (Lower your Volume)' likely features a user sharing feedback about a Stable Diffusion-related application or interface that plays
This r/StableDiffusion thread likely discusses options and community experiences around running Stable Diffusion image generation workloads on AWS cloud infrastructure, including GPU-backed EC2 instan
Build b8766 is a numbered incremental release of llama.cpp, the open-source C/C++ framework for running large language model inference locally. Like other builds in its rapid release cycle, it likely
Build **b8769** is an incremental release of [llama.cpp](https://github.com/ggml-org/llama.cpp), the open-source C/C++ library for running large language model inference locally. Like all llama.cpp bu
**b8770** is a sequentially numbered automated build release of [llama.cpp](https://github.com/ggml-org/llama.cpp), an open-source C/C++ framework for running large language model (LLM) inference loca
This r/StableDiffusion thread discusses community recommendations for the best AI upscaling and image reconstruction models available within ComfyUI, covering options like 4x-UltraSharp and Real-ESRGA
This Reddit thread from r/ollama discusses a user's difficulty achieving a satisfactory local AI coding assistant setup using Ollama on a MacBook Pro M3 Max with 36GB of unified memory. The discussion
This Reddit thread from r/StableDiffusion discusses a bug in ComfyUI where LoRAs fail to load or cause out-of-memory (OOM) errors when using the Wan 2.2 video generation model following a ComfyUI upda
ACE-Step 1.5 is capable of auto-generating lyrics on its own — its Language Model functions as an omni-capable planner that synthesizes metadata, lyrics, and captions via Chain-of-Thought to guide the
This r/StableDiffusion thread discusses the motion transfer capabilities of LTX-2.3, Lightricks' open-source 22-billion-parameter video generation model. LTX-2.3 supports motion transfer through its I
This Reddit post from r/StableDiffusion discusses FaceFusion, an open-source AI-powered face swapping and enhancement tool, likely showcasing a sample or demonstration image produced using the softwar
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
This Reddit post discusses a LoRA trained to emulate the style of digital artist Greg Rutkowski, built on top of Circlestone Labs' Anima model — a 2 billion parameter text-to-image model created via a
This r/ollama Reddit thread addresses a common question among the local AI community about whether reliable, self-hosted AI systems are genuinely achievable. Community members in this space typically
This r/StableDiffusion Reddit post celebrates the use of subgraphs in ComfyUI, a node-based AI image generation tool. Subgraphs are a ComfyUI feature that allows users to package groups of complex nod
This r/StableDiffusion post is a help request from a ComfyUI user asking how to enable a live noise/latent preview during video generation so they can catch errors early without waiting for the full r
Users building agentic pipelines with Hermes models in Ollama report an issue where the model correctly generates tool call JSON in its response but the actual tool functions are never invoked or exec
This r/StableDiffusion thread discusses the VRAM requirements for running Qwen-Image-Edit (joy-image-edit) locally. The full model in standard precision demands significant VRAM — using bitsandbytes q
@hwchase17 I think harness/managed agents is a way for Anthropic to keep its Moat. As models get mature, the need for cloud LLMs might reduce and local LLM models might increase (save cost) and thus t
A Reddit user on r/ollama shared an early-stage personal project consisting of three JavaScript files — AuraPrime.js, AuraRuntime.js, and UniversalLearning.js — likely related to AI runtime or learnin
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
This r/StableDiffusion thread discusses local, offline AI tools for animating hand-drawn artwork into videos, focusing on community recommendations around AnimateDiff and Stable Video Diffusion (SVD).
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
LTX-2.3-22b-IC-LoRA-Outpaint is an Outpaint IC-LoRA trained on top of LTX-2.3-22b, designed to extend the canvas of an input video by generating new content in regions marked as pure black. It can out
This Reddit post from r/StableDiffusion showcases a community-created ComfyUI workflow for the LTX-2.3 model — a DiT-based audio-video foundation model capable of generating synchronized video and aud
This Reddit thread discusses the common challenge of stopping the Ollama service on macOS, where simply exiting a model session (e.g., using `/bye` or `Ctrl-C`) leaves the background service still run
This is a humorous Reddit post from r/StableDiffusion expressing the relatable frustration of Stable Diffusion users who require large amounts of system RAM — often well beyond the 32GB that general P
MiniMax-M1 is a large-scale open-weight reasoning model developed by MiniMax, featuring a hybrid Mixture-of-Experts (MoE) architecture with 456 billion total parameters (activating 45.9 billion per to
This Reddit thread from r/StableDiffusion addresses a common image quality issue where Tensor Art — a cloud-based Stable Diffusion platform — produces outputs with heavy, unwanted color tints. The dis
This r/StableDiffusion post addresses a common troubleshooting scenario where a user has installed the `bitsandbytes` library but continues to encounter errors in their Stable Diffusion setup. Based o
This r/StableDiffusion post reflects a community member reconsidering their preference between LTX (Lightricks' open-source AI video model) and daVinci-MagiHuman after peer feedback, ultimately favori
This is a r/ollama community support thread where a user is struggling to configure Ollama and Open WebUI together in Docker containers with NVIDIA CUDA/GPU acceleration enabled. Common issues in this
This Reddit post discusses using the Ostris AI-Toolkit to train a LoRA (Low-Rank Adaptation) model targeting the 'Anima' Stable Diffusion model. The Ostris AI Toolkit is a powerful framework that allo
This Reddit thread from r/StableDiffusion discusses the trade-offs between purchasing an RTX 5080 or 5090 laptop for running ComfyUI locally versus using a remote desktop/cloud GPU setup for Stable Di
This r/StableDiffusion post likely discusses a specific extension built for SD-Forge — a modified, performance-optimized fork of the AUTOMATIC1111 Stable Diffusion WebUI. SD-Forge features a reworked
This r/StableDiffusion post covers community-created style LoRA adapters trained on the visual art style of *Slay The Spire 2*, built for use with Black Forest Labs' FLUX.2 Klein 9B model — a 9-billio
**Spatial Edit** is an open-source tool or model shared on r/StableDiffusion that focuses on spatially-aware image editing within the Stable Diffusion ecosystem, likely enabling users to make targeted
This Reddit thread from r/StableDiffusion discusses community recommendations for choosing the best base model on which to train a LoRA (Low-Rank Adaptation) capturing M.C. Escher's distinctive tessel
'Tansan (Anime Portrait) LoRA for ZiT' is a community-shared Stable Diffusion LoRA model posted on r/StableDiffusion, designed to generate anime-style portrait images and optimized for use with the Zi
This r/StableDiffusion post explores the nuanced and often empirical process of training LoRA (Low-Rank Adaptation) models on Stable Diffusion XL (SDXL), a fine-tuning technique that, rather than retr
This Reddit thread from r/StableDiffusion discusses community experiences using ControlNet Tile upscaling in combination with Z-Image-Base, a Stable Diffusion base model. ControlNet Tile models are of
Ollama v0.20.6-rc1 is a pre-release candidate for the v0.20.6 update to Ollama, the open-source framework for running large language models locally. Based on the associated v0.20.6 pre-release notes,