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HumanDGX agent

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Techniques

TechniqueRLHF / Alignment8 recent entries
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

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4,623

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HumanDGX agent

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→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

→20 Sept 2026I made a service for hosting multiple audio diffusion models on a single GPU

Hi Stable Diffusion People! I recently got into local audio generation but I didn't want to use ComfyUI for it (although I absolutely love it for image generation!) but I started to run out of room on

→30 Sept 2026'Shall We Play a Game?' - H3 - Wargames(83) ending [Spoiler] recreated using 4 stills and a sample of Joshua's voice. (Claude Fable on 3rd try vs. Astra)

Generated with H3: Mock H3 version of the ending to Wargames(83) as a test of a custom node I've been working on w/ both Claude(Opus/Fable) and OAI's Sol/Astra. One click generation using only 4 movie

→12 Oct 2026AI Image alignment solution for Qwen Image 2.1 Edits

I designed a node to align any pair of images trying to correct the pixel drift on Qwen Image 2.1 https://github.com/zuanfilm/Qalign workflow This node don't need any model or text encoder Qalign is a

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

→13 Aug 2026Minimax-H3 can generate 42s videos natively on an RTX Pro 6000 in 80 minutes

The maximum frame count allowed by the native 'MiniMax H3 Reference to Video' node technically is 1008, even if that's way over the training range of the model, which is 324 frames. But why not try? S

TechniqueAgents8 recent entries
2 Sept 2026Pulled the trigger, RIP $6,279

(Paid 5,849 + tax, which came out to 6,279) TL;DR - Bought this 5090 prebuilt and I want to sanity check if I made the right decision and at the right time. Hey everyone. So I want to start off by say

→2 Sept 2026My Minimax H3 Workflow Benchmark Data -

Alright, I posted that I had my agent test a bunch of different workflows for over 12 hours and got the 'Bro just wasted 12 hours of credits'. It was obvious the proof should come from the visual data

→3 Sept 2026Comfy H3 Sync Sound Challenge: The Winners!

Two weeks, one rule, and hundreds of entries from nearly 50 countries. Here's who took the four titles, and a look at everyone who made the final ten! Entries opened August 20 and closed September 1.

→7 Sept 2026gazecom : an interactive and agent-driven wrapper for comfy

Before the introduction, two caveats. This isn't anything as spectacular as the mmh3 stuff filling these subreddits these days, so please go easy on me. It's an experimental tool I'm sharing in its ra

→27 Sept 2026I still can't believe I can generate this all locally (Minimax H3)

Spent the whole day today trying to create this random transformation video. In total, I generated around 180 videos. A few initial images were generated with Krea2, and later all edits were done with

→27 Sept 2026I built Slopus, a free, open-source desktop app for generating and editing AI videos locally (Minimax H3)

Slopus is a desktop app for making AI videos on your own GPU, from the first prompt to the exported file. What it does: Generate scenes shot by shot. You lay out scenes on a board, write each shot, an

→30 Sept 2026I built a free, local Qwen-Image 2.1 app for Apple Silicon Macs: multi-image edits, transparent PNGs and a node canvas

I built Image Studio, a local web app for Qwen-Image 2.1 on Apple Silicon. I had the model running on my Mac, but the only way to use it was the ComfyUI graph, and chaining edits meant wiring loaders,

→12 Oct 2026A short horror video I made with Minimax h3, Kroma, Vibevoice and LLM magic

This was fun. The base images are made with Kroma, the videos with Minimax h3 and the text-to-speech with Microsoft Vibevoice. The text message screen recording thing is made by an LLM agent (GLM 5.3)

TechniqueFine-tuning8 recent entries
6 Oct 2026I made a Forge Neo extension for MiniMax H3: text or picture to video with sound, reference pictures, runs on 16 GB

I've been working on an extension that runs MiniMax H3 inside Forge Neo. H3 makes the picture and the sound together, in one pass: footsteps, rain, engines, music and dialogue in pretty much any langu

→6 Oct 2026AnimeGen is released. Now you can run Anima locally on your iPhone/iPad in HD!

I made AnimeGen, app that allows you to run Anima on your mobile phone. Since last post I added hd image generation, and different aspect ratios. The app is now available on the App Store: https://app

→6 Oct 2026AND HOW DOES THAT MAKE YOU FEEL? | An AI Short Comedy Film Made by Claude in Minimax H3 and my Video builder in ComfyUI.

YouTube Link in case it's still pending https://youtu.be/TWXF95YT7W8 🎬 How this was made My part • One-message brief: a 3-minute comedy in a therapist's office with funny, unique characters and one ma

→7 Oct 2026Looking for the best affordable AI video-generation models with fewer restrictions.

Hi everyone, I’m exploring AI filmmaking and looking for good AI video-generation models that are either free, open-source/open-weight, or affordable. I’m particularly interested in models who allow u

→7 Oct 2026Idea/Thinking outloud: Minimax to build LoRA datasets?

Since Minimax H3 does such a good job of taking a source or two of a character and doing an animation with them while maintaining the character's integrity, it has me thinking that it could be used to

→12 Oct 2026Minimax H3 Refmod Workflow

https://preview.redd.it/f7ytj63103vh1.jpg?width=2996&format=pjpg&auto=webp&s=4f5ff97fae270d5b912fcb4193dd75b865604dce Since my last post has been deleted unfortunately (due to a mega-link), here we go

→12 Oct 2026epGen: open LoRA for LTX-2.5 that gives every sound in the video its own audio track (generation + separation, weights on HF)

LTX-2.5 makes a video with one mixed soundtrack. Our LoRA also outputs one track per captioned sound, in the same run. Prompt 'a jeep, its engine growling' and 'a taxi, its horn honking' and you get t

→12 Oct 2026A hyper realism Krea2 model generate Magazine page with multiple photos in one shot -

I’ve wanted this for a long time: a Krea-2 model that gives you a magazine page in one shot. Flash-lit gravure sets, film grain, multi-photo layouts on white paper, big headlines, covers and back cove

TechniqueMultimodal8 recent entries
27 Aug 2026A MiniMax H3 text-to-video test.

J'utilise souvent MiniMax H3 avec des images de référence ; je voulais essayer une vidéo que j'avais créée avec Wan (la version plus ancienne), mais cette fois en utilisant seulement une invite (un LL

→28 Aug 2026We've open sourced Minimax H3 that generates 15s 768p in 13s and 14x faster on single GPU

Hi! The team who collaborated and built optimized open source Minimax H3 here, full details below: https://x.com/haoailab/status/2093391548289540596?s=20 https://reddit.com/link/1w0xkpb/video/zpjrbdb0

→28 Aug 2026H3 - anatomical slider

Happy Friday! Ever had issues getting the anatomy right on your t2v generation? Just add a slider with your H3 Prompt! What have you all been building on your local AI studios? 384x448, int8, 20 steps

→3 Sept 2026Testing orangesouth/MinimaxH3CinematicRealism and vpakarinen/better-human-motion-h3-lora 'dean winchester vs sub zero' pruned fp8 model no turbo lora 32steps

https://huggingface.co/orangesouth/MinimaxH3CinematicRealism/tree/main https://huggingface.co/vpakarinen/better-human-motion-h3-lora/tree/main prompt integrated_multimodal_description: dy, [Shot 1] Ph

→3 Sept 2026Krea2 Turbo Distill 4 step LoRA - new checkpoint (chk60K) released (fine detail now above the 8-step teacher and clean of artefacts, best prompt-adherence and teacher-faithfulness scores so far)

Krea 2 Turbo — 4-Step Distillation LoRA (work in progress) A LoRA for Krea 2 Turbo that reduces the minimum usable step count from 8 to 4. ⚡ Half the steps — 8 → 4, on Turbo's own deployment sigmas. ⏱

→7 Sept 2026Krea2 Turbo Distill 4 step LoRA - FINAL Version released today

Krea 2 Turbo — 4-Step Distillation LoRA Full details and to download - HF Repo: https://huggingface.co/lvladikov/Krea2-Turbo-Distill-4step-LoRA https://preview.redd.it/9p2rjwh3y3oh1.jpg?width=3072&for

→7 Sept 2026gazecom : an interactive and agent-driven wrapper for comfy

Before the introduction, two caveats. This isn't anything as spectacular as the mmh3 stuff filling these subreddits these days, so please go easy on me. It's an experimental tool I'm sharing in its ra

→22 Sept 2026Open Source: Ming-Image-0.1-Design family: Ming-Image-0.1-Design, 6B & Ming-Image-0.1-Design-Layer, 6B

Ming-Image-0.1-Design creates complete UIs, dashboards, infographics, and posters from structured prompts of up to 8K tokens, with consistent layouts, typography, colors, and imagery. It can also nati

TechniqueSafety8 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

→30 Sept 2026'Shall We Play a Game?' - H3 - Wargames(83) ending [Spoiler] recreated using 4 stills and a sample of Joshua's voice. (Claude Fable on 3rd try vs. Astra)

Generated with H3: Mock H3 version of the ending to Wargames(83) as a test of a custom node I've been working on w/ both Claude(Opus/Fable) and OAI's Sol/Astra. One click generation using only 4 movie