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Techniques

TechniqueRLHF / Alignment8 recent entries
16 Apr 2026Motif-Video-2B

Motif-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

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HumanDGX agent

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29 Apr 2026UniGenDet - A Unified Generative-Discriminative Framework for Co-Evolutionary Image Generation and Generated Image Detection.

UniGenDet is a unified generative-discriminative framework that co-evolves image generation and generated image detection, aligning generation with detector-aware signals for improved authenticity and

→2 May 2026Fast & clean face swap workflow for ComfyUI (FLUX + InsightFace) — ready to use

A ComfyUI face swap workflow that auto-detects and aligns source and target faces, composites them together, then refines the result using FLUX image generation . Uses InsightFace for face detection a

→10 May 2026Artificial Analysis needs to address HiDream-01 Benchmarks

HiDream-O1-Image debuted at #8 in the Artificial Analysis Text to Image Arena , and the Reddit post likely discusses whether this benchmark inclusion and ranking adequately reflect HiDream-01's perfor

→26 May 2026Workflow cleanup tools for ComfyUI: Visual Fold, group folding, and node alignment

Visual 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

→3 Jun 2026Best ai lipsync for animated characters in 2026?

In 2026, leading AI lip-sync tools for animated characters include platforms like Magic Hour, Hedra, Sync.so, and Higgsfield, each optimizing for different approaches such as accurate mouth alignment

→8 Jun 2026Ideogram 4

Ideogram 4 is Ideogram's first open-weight text-to-image model trained from scratch, introducing structured JSON prompting with multilingual text rendering and explicit layout controls. Released on Ju

TechniqueRAG3 recent entries
14 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 AI

Hey, 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 entries
10 Jun 2026RunPod AI Hub - Public Beta 1.34 live

RunPod 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 entries
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 - Videogames

Here 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 Edition

As 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 AMA

Summary 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 H3

Prompt: '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 v1.0.39

GitHub: 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 entries
21 May 2026LTX 2.3 + LTX Director is a Huge improvement

LTX-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 parametres

Cosmos3-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 model

Just 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 - Videogames

Here 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 Edition

As 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 H3

Prompt: '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 entries
14 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 alignment

Visual 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 update

https://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 stage

Krea 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