TechniqueRLHF / Alignment8 recent entries16 Apr 2026Motif-Video-2BMotif-Video-2B is a 2-billion-parameter open-source video generation diffusion transformer released by Motif Technologies in April 2026, capable of both text-to-video and image-to-video generation fro→16 Apr 2026Anima preview 3 , is it capable of uncensored images ? I am not getting any good results.A Reddit thread on r/StableDiffusion discussing the capabilities and limitations of Anima Preview 3, a 2-billion-parameter text-to-image model by CircleStone Labs and Comfy Org, focused mainly on anim→
TechniqueRAG3 recent entries14 Apr 2026I got tired of writing massive prompts, so I built a local RAG engine to automatically translate simple ideas into perfect FLUX/Pony/Illustrious dialects.A Reddit user on r/StableDiffusion built a locally-running RAG (Retrieval-Augmented Generation) engine designed to eliminate the need for manually crafting lengthy, model-specific image generation pro→16 Apr 2026Atelier: a canvas for thinking and making with local models.Atelier is a canvas-like system that leverages generative image and video models to blend spaces for thinking and creation, where both references and generated assets co-exist in one unified workspace→28 Jul 2026I Just Built an Open-Source Alternative to Flora AIHey, I just made a node editor for generating assets using AI. It’s something similar to ComfyUI, but it’s more simple and abstract. You can say it’s the open-source alternative to Flora AI. It’s curr
TechniqueAgents1 recent entries10 Jun 2026RunPod AI Hub - Public Beta 1.34 liveRunPod Hub is a centralized catalog of preconfigured AI repositories that you can browse, deploy, and share, optimized for RunPod's Serverless infrastructure to deploy in minutes. The platform include
TechniqueFine-tuning8 recent entries9 Aug 2026It took two years, but we finally have a 'local Sora'Who remembers when OpenAI previewed Sora two years ago and the quality felt unreal? We had never seen anything like it. Back then, Sora 1 didn't even generate audio and was heavily censored. Prompt: i→10 Aug 2026What Characters Minimax H3 knows - Part 2 - VideogamesHere is the second Edition, Videogames. Workflow is the same as in the first Part, its pretty simple: This is the Prompt: Brad Pitt integrated_multimodal_description: [Shot 1] Live-action, contemporar→10 Aug 2026What Characters Minimax H3 knows - American EditionAs promised, the first Batch of Characters that Minimax knows - American knowdledge Edition. Hope this helps the Community. Workflow for this was simple: This is the Prompt: Brad Pitt integrated_multi→10 Aug 2026Summary of Takeaways from the Minimax AMASummary from https://www.reddit.com/r/StableDiffusion/comments/1vh9rtw/ama_minimax_h3_team_ask_us_anything_about_our/ This summary was compiled with AI but cross-checked manually by me for accuracy. I→10 Aug 2026Playing with physics is so cool in Minimax H3Prompt: 'integrated_multimodal_description: [Shot 1] Live-action, ultra-realistic first-person footage at night on a rainy city street, filmed with authentic handheld smartphone qualities. The phone i→10 Aug 2026Most Civitai 10$ checkpoint's are scams. Don't fall for it.If you read -> huge claims + AI like generated presentation + no negative comment AND '$10 to download on my patreon/whatever' = they're scammers. Period. 1- Anyone leaving a negative comment or tiny →10 Aug 2026I trained an open-source realism LoRA for MiniMax H3 - it makes generated people actually look real (weights inside)Update : New version is ready and online , should be much better, fully functionnal on ComfyUI, and you can find before/after here : https://huggingface.co/fal/MiniMax-H3-Realism-People-LoRA/blob/main→11 Aug 2026MiniMax-H3: ~38 GB less VRAM with Runtime LoRA Bypass — DoRA Dynamic LoRA Loader v1.0.39GitHub: https://github.com/xmarre/ComfyUI-DoRA-Dynamic-LoRA-Loader Release v1.0.39: https://github.com/xmarre/ComfyUI-DoRA-Dynamic-LoRA-Loader/releases/tag/v1.0.39 Also available through ComfyUI Manag
TechniqueMultimodal8 recent entries21 May 2026LTX 2.3 + LTX Director is a Huge improvementLTX-2.3 is a multimodal video generation model developed by Lightricks that generates synchronized audio and video in a single forward pass at resolutions up to 4K at 50 frames per second. The model i→1 Jun 2026Nvidia releases Cosmos3-Super-Image2Video . 64B parametresCosmos3-Super-Image2Video is a 64B model for temporally coherent image-to-video generation . NVIDIA's Cosmos platform is designed to accelerate Physical AI development by enabling machines to understa→24 Jul 2026Will there be Flux 3 Klein?https://bfl.ai/blog/flux-3 “Over the next few weeks and months, we will make the following capabilities available, each after an early access phase for ensuring smooth rollout, collecting feedback and→31 Jul 2026MiniMax H3: Open-weight multimodel video modelJust saw this posted by Fal.ai and then by Hailuo themselves, the next video model will be open weight released! Here's the blurb and link to to the feature post: Today, we're launching MiniMax H3, a →9 Aug 2026It took two years, but we finally have a 'local Sora'Who remembers when OpenAI previewed Sora two years ago and the quality felt unreal? We had never seen anything like it. Back then, Sora 1 didn't even generate audio and was heavily censored. Prompt: i→10 Aug 2026What Characters Minimax H3 knows - Part 2 - VideogamesHere is the second Edition, Videogames. Workflow is the same as in the first Part, its pretty simple: This is the Prompt: Brad Pitt integrated_multimodal_description: [Shot 1] Live-action, contemporar→10 Aug 2026What Characters Minimax H3 knows - American EditionAs promised, the first Batch of Characters that Minimax knows - American knowdledge Edition. Hope this helps the Community. Workflow for this was simple: This is the Prompt: Brad Pitt integrated_multi→10 Aug 2026Playing with physics is so cool in Minimax H3Prompt: 'integrated_multimodal_description: [Shot 1] Live-action, ultra-realistic first-person footage at night on a rainy city street, filmed with authentic handheld smartphone qualities. The phone i
TechniqueSafety7 recent entries14 Apr 2026Is there a workflow to relight videos with perfect pixel-level alignment?This r/StableDiffusion thread discusses community-driven approaches to relighting videos using Stable Diffusion-based tools, with a focus on the challenge of maintaining pixel-perfect alignment betwee→25 May 2026Apparently this clip is too spicy! So let's try it this way! Examples of Director with LTX 2.3 and a few different techniques.This post discusses workarounds for content restrictions in Stable Diffusion, specifically showcasing examples of using the Director feature with LTX 2.3 model and alternative techniques to generate c→26 May 2026Workflow cleanup tools for ComfyUI: Visual Fold, group folding, and node alignmentVisual Fold is a tool for simple visual organization of ComfyUI workflows that does not turn selected nodes into a subgraph or change workflow logic. Group folding and node alignment features enable c→11 Jun 2026Ideagram 4 - Safety Filter?Ideogram 4 includes runtime safety filters powered by Hive for prompt and output moderation , with NSFW prompts blocked by displaying 'Image blocked by safety filter' . Users have reported false posit→24 Jul 2026Will there be Flux 3 Klein?https://bfl.ai/blog/flux-3 “Over the next few weeks and months, we will make the following capabilities available, each after an early access phase for ensuring smooth rollout, collecting feedback and→24 Jul 2026Fizgig Krea 2 training features updatehttps://github.com/shootthesound/Fizgig Intelligent trainer - Per-image loss tracking with self-adapting training runs — every image gets its own verdict (easy / suspect / stuck / exhausted) and its o→31 Jul 2026Massive Update to my Krea 2 Multi-Lora Bounding Box workflow, now bounding boxes control placement with better accuracy. Also introduced Edit features like Scene and Outfit transfer, put multiple character loras in a scene or outfit of your choosing! Token drift also fixed by facial detailer stageKrea 2 has been my favorite base model for character work, but the moment you put two character LoRAs in the same generation they smear into one blended face. Attention bias, prompt engineering, and C