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Pixal3D: Generate high-fidelity 3D assets from a single image. (TencentARC, locally runnable model)

Pixal3D is a locally runnable AI model developed by TencentARC that generates high-fidelity 3D assets from single 2D images. The tool leverages advanced techniques to convert 2D image inputs into deta

15 May 2026

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Prompt: Make a picture of a famous event in the history of humanity before smartphones existed, but in this picture people have smartphones and are all heads down obsessed with them

DGX agent

This Reddit post from r/ChatGPT shares a creative AI image generation prompt that asks an AI model to depict a famous historical event with a modern twist—showing people in that historical moment usin

industryr-chatgpt

15 May 2026

RAG - Recherche Documentaire

Retrieval-Augmented Generation (RAG) is a technique that enhances large language models (LLMs) by enabling them to access and utilize external knowledge sources during response generation. This likely

15 May 2026

anima pv2 vs anima pv3 vs anima-base v1

Anima is a 2 billion parameter text-to-image model focused on anime concepts, characters, and styles, with capability for non-photorealistic content. Preview versions are intermediate model checkpoint

are there memory limit settings that can be changed?

Ollama offers several memory management settings, including the ability to reduce context length (context window) to decrease VRAM usage, which can save 0.2-0.4GB for 7-8B models when reduced from 8K

Comfyui error Missing Models (1)AttributeError: module 'tensorflow' has no attribute 'Tensor'

This error in ComfyUI occurs when the einops library encounters a broken TensorFlow installation while performing multi-backend type checks, even though ComfyUI itself is PyTorch-based. The primary so

Comparing tokens per second of common models

This Reddit post likely compares inference performance metrics across popular language models running on Ollama, measuring tokens per second as a key performance indicator. The post would help users a

Continual Harness: Online Adaptation for Self-Improving Foundation Agents [R]

Continual Harness proposes an approach to online adaptation for foundation agents that moves beyond traditional gradient-based retraining by introducing a dual-agent architecture (Teacher/Student) wit

Follow the Mean: Reference-Guided Flow Matching [R]

This paper presents a method for controllable generation in flow matching models by adapting them through reference examples. The key insight is that the velocity field in flow matching is determined

Integrating 3D Heat Equation into a PINN for Real-Time Aerospace Simulation (C++ WASM Engine)[P]

This post discusses implementing Physics-Informed Neural Networks (PINNs) to solve the 3D heat equation within a C++ WebAssembly engine for real-time aerospace applications. The work combines machine

Tutorials

Looking for info on how to use reference images in A111 Forge Neo

tutorialsr-stablediffusion

Forge Neo allows users to upload reference images to guide AI image generation, supporting JPG, PNG, and WebP formats. The platform supports various image generation and editing models including Flux,

Ring-2.6-1T Open sourced today! Soooo looking forward to trying it on Ollama!

Ring-2.6-1T is a trillion-parameter flagship reasoning model designed for real-world complex task scenarios, now available as an open-source model. The model features about 63B activated parameters pe

Someone posted a real Monet to twitter but said it was AI generated. The replies are amazing, pretentious and confidently wrong

A user posted an actual Claude Monet Water Lilies painting while claiming it was AI-generated and asking critics to explain its inferiority to real Monet work. The detailed critiques were specific and

What’s the best model to use with RAG to create a locally hosted survival and off grid LLm?

This discussion explores which language models work best when combined with RAG (Retrieval-Augmented Generation) for building a locally hosted LLM focused on survival and off-grid living topics. The t

A compilation of the open-source LoRAs for LTX 2.3 - released in May

model-releasesr-stablediffusion

LTX-2.3 is an open-source video generation model released in January 2026 that supports LoRA fine-tuning for customizing styles, characters, and use cases. The Reddit post compiles available LTX-2.3 m

Anyone else feel like ChatGPT is weirdly good at understanding what you mean even when your prompt is messy?

This Reddit discussion explores users' observations about ChatGPT's ability to interpret and respond appropriately to poorly formatted, unclear, or incomplete prompts. The thread likely contains commu

Built a Chrome extension that talks directly with your local Ollama models

A Chrome extension that communicates directly with local Ollama instances without sending data to external servers , enabling users to submit messages through a popup interface with responses streamin

ChatGPT used the term “human slop”

The term 'human slop' refers to low-effort content created by humans, sometimes harder to detect than AI-generated content because it fails to expose itself immediately. The concept emerged as a count

I asked ChatGPT to imagine every planet as a Saturday night nightclub, based on its actual science

A creative Reddit post where the user prompted ChatGPT to personify each planet in our solar system as a themed Saturday night nightclub, leveraging actual scientific characteristics of each planet to

I implemented NegPip on the Z-image series.

NegPip is an extension that enhances negative prompts in Stable Diffusion, making them more effective by allowing negative prompts to have comparable impact to regular prompts. The tool was updated to

LTX 2.3 INT8 Benchmarks (2x Faster on Ampere)

LTX-2.3 INT8 benchmarks discuss INT8 quantization optimized for Ampere GPUs (RTX 30XX series), which offers a balance between speed, VRAM usage, and quality. These INT8 models are designed to speed up

LTX 2.3 Outpaint causes blurry Faces

LTX 2.3 Outpaint is a tool that extends video canvas by generating new content in marked regions while maintaining visual and temporal consistency with the original footage. Users in the r/StableDiffu

p2p ai inference mesh

A peer-to-peer AI inference mesh is a decentralized network architecture where agents connect directly to discover peers and communicate through distributed protocols to share inference workloads . Su

SenseNova-U1 Technical Report: VAE-free Pixel-level Flow Matching with 32x Compression

SenseNova-U1 is a native unified multimodal model built on the NEO-unify architecture that eliminates visual encoders and VAEs, instead using a near-lossless visual interface that preserves semantic s

trying more serious TNG content with LTX2.3

A user experiments with serious Star Trek: The Next Generation styled video content using LTX-2.3, a video generation model with available LoRA style adapters. LTX-2.3 is a major upgrade to video gene

Will Ollama come out with a non-cloud version of Deepseek-v4 Flash?

DeepSeek-v4 Flash through Ollama is currently available as a cloud model, where Ollama's CLI sends API calls to Ollama's hosted version rather than running locally . Local support for DeepSeek V4 Flas

model-releasesr-ollama

Chroma1-HD Character Transfer with Flux.2 Dev

Chroma1-HD is an 8.9B parameter text-to-image foundational model based on FLUX.1-schnell , ideal for finetuning on specific styles, concepts, or characters . The Reddit discussion likely covers techni

ComfyUI Support for HiDream-01-Image Released

model-releasesr-stablediffusion

ComfyUI support for HiDream-O1-Image enables local image generation with text prompts and optional reference images, featuring various precision options (BF16/FP16/FP32/FP8) and integration with atten

I built ForgePilot: a Codex-style desktop workspace for Ollama with tools, MCP, web research, and document support

ForgePilot is a desktop workspace application designed for Ollama that combines local language model capabilities with development tools, including support for Model Context Protocol (MCP), web resear

I combined FLUX Fill with ControlNet for structured inpainting

A technique combining FLUX.1-dev and ControlNet to enhance image inpainting, where ControlNet guides FLUX.1-dev in generating accurate repairs while maintaining consistency with the original image sty

I shipped an offline SD app for Android. It's slow, your phone will get warm, and it's completely free.

I need to check the actual content of this post to provide an accurate summary. A developer released a free, offline Stable Diffusion application for Android that enables local image generation withou

[PoC] Building a Local Multi-Agent AI Dev Studio alpha version (Architect/Senior/Junior) on a 10-year-old Haswell & GTX 1050 Ti (No APIs, Full AirLLM + Ollama)

This post describes a proof-of-concept implementation of a multi-agent AI development studio with architect, senior, and junior role personas, built entirely locally using AirLLM and Ollama without re

Prompt - 'photo is from year [Write a random year here] ], it was called 'a few seconds before happiness' ......... wtf I used the year 1822 , what was going on then?

A Reddit discussion from r/ChatGPT where a user shared a prompt experiment asking an AI to generate a photo from a random year with the title 'a few seconds before happiness,' and then questioned what

TabPFN-3 just released: a pre-trained tabular foundation model for up to 1M rows [R][N]

model-releasesr-machinelearning

TabPFN-3 is a pre-trained tabular foundation model that supports datasets up to 1,000,000 rows × 200 features , representing a significant scaling improvement for the TabPFN family. The model delivers

Uncensored LLM

Uncensored LLMs are architectures that have been modified or fine-tuned to remove standard safety alignment layers (guardrails) that limit a model's ability to discuss sensitive topics. Ollama offers

Use Case: Invoice processing with local LLM - Which LLM and hardware requirements?

This discussion explores using Ollama to run large language models locally for invoice processing while maintaining control over data. The thread likely addresses selecting appropriate smaller models

what is happening with ollama cloud from last 2 days?

Recent posts on the r/ollama subreddit discuss Ollama Cloud service issues, with the platform experiencing request errors while handling demand and working to scale infrastructure further . Ollama Clo

Asked to create an image of a biopic movie in which an actor plays Kenneth Copeland and looks at the crowd, pointing.

This Reddit post discusses a user request to an AI image generation tool (likely DALL-E or similar) to create an image depicting a biopic movie scene featuring an actor portraying televangelist Kennet

Bare Metal: Z-Image Turbo - Flux.2 Klein 9b - Wan 2.2

Bare Metal: Z-Image Turbo - Flux.2 Klein 9b - Wan 2.2 discusses comparisons between these lightweight AI image generation models, with Flux.2 Klein 9B showing good prompt adherence and natural composi

Best LLM on a 32Gb M5 MBA

With 32GB of RAM, 30B Q4 models run comfortably on M5 MacBook Air , and popular choices include Qwen 3.6 27B (requiring 18GB+ VRAM) and Qwen 3.6 9B (lightweight, runs on 8GB) . Ollama's macOS implemen

Critical Ollama Vulnerabilities: Memory Leak + Windows Updater RCE Risk

Ollama versions prior to 0.17.1 contain a critical out-of-bounds read vulnerability (CVE-2026-7482, CVSS 9.1) that allows remote unauthenticated attackers to leak entire process memory, potentially af

Generate an image of the scariest thing you could possibly imagine scribbled into a child's coloring book

This Reddit post from r/ChatGPT likely discusses a creative prompt experiment where users attempted to get ChatGPT or similar AI image generation tools to create disturbing or horror-themed content by

HiDream-O1-Dev vs ZImage Base (style comparison)

A Reddit discussion comparing HiDream-O1-Image-Dev (the newer, 8B pixel-native distilled model) with ZImage Base, examining stylistic and performance differences between the two text-to-image generati

HiDream-Studio v.01 has been released! It is fast and powerful and open-sourced on Github | Easy Install

model-releasesr-stablediffusion

HiDream-Studio v.01 was open-sourced on May 8, 2026, releasing the HiDream-O1-Image model (8B parameters) with both undistilled and distilled variants. HiDream-O1-Image is a unified image generative f

I made a fixed-camera timelapse showing 2,000 years of Los Angeles evolution — from empty Tongva homeland to modern megacity. The camera never moves. Neither do the mountains.

This post describes a fixed-camera timelapse visualization created using AI (likely Stable Diffusion) that depicts Los Angeles's transformation over 2,000 years, starting from its original state as To

Interactive Jensen–Shannon Divergence Visualisation [P]

Jensen-Shannon divergence is a method of measuring the similarity between two probability distributions. It is based on the Kullback-Leibler divergence, with the notable difference that it is symmetri

LTX 2.3 Distilled 1.1 using WwnGP.

LTX-2.3 is a multimodal video generation model released by Lightricks in March 2026, available in four checkpoint variants including a distilled variant that completes generation in as few as 8 denois

ZIT I2I 'Character LORA Transformation' Workflow

ZIT (Z-Image Turbo) is an advanced ComfyUI workflow designed for ultrarealistic image generation that integrates LORA and ControlNet technologies for high-quality results. The Character LORA Transform