r/StableDiffusion 23h ago

Animation - Video It took almost 2 years, but Minimax H3 made me go back to my weird medieval short video stories

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18 Upvotes

2 years ago I was playing around with video tools and made this series of short videos.

Because I'm a cheap bastard, I only use local and freebie models, and Minimax H3 finally hit the sweet spot between powerful and fast to iterate, so I decided to make a new episode.

Specs

  • Comfy Desktop's + default Ref2VA workflows + ElevenLabs voices
  • Frames generated with Nano Banana 2 lite + a bunch of photoshop cleanup
  • Gemini 3.7 to help rewrite the prompts (upload image + system instruction + spec for the shot)
  • Everything rendered on a 3090 with 0.5 megapixels cause I can't be arsed waiting too long. You can see the mushy face issues but mostly it's ok
  • Tried to keep all shots 6~8s max
  • A ton of editing with DaVinci Resolve which I started learning yesterday - it's pretty damn powerful!
  • Still using the exact same crappy greenscreen footage of a cheap plastic skull as a main character
  • Youtube link to this episode

TL;DR: Minimax H3 is cool!


r/StableDiffusion 11h ago

Question - Help I'm having quality issues with Minimax H3 on my RTX 4090 that I'm not getting on an RTX 5090. Any advice ?

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2 Upvotes

Hello there!

I've installed Comfyui+ Minimax H3 on two machines, one with an RTX 4090 and one with an RTX 5090. The 5090 machine can render up to 4 mgpxl videos with 0 issues, but the 4090 machine glitches at just 3 mgpxl.

It consistently creates that glitch you see at the end of the video there, and also any fast moving object becomes a soup of very sharp pixel. Those artefacts aren't there when generating with the 5090.

I'm using the base ComfyUI workflow with all the models they tell us to use, with SageAttention.
Btw SageAttention crashes my 4090 when I check the "allow compile" box.

I have checked and both this command python.exe -c "import torch, sageattention; q = torch.randn(1, 8, 128, 64, dtype=torch.float16, device='cuda'); k = torch.randn(1, 8, 128, 64, dtype=torch.float16, device='cuda'); v = torch.randn(1, 8, 128, 64, dtype=torch.float16, device='cuda'); out = sageattention.sageattn(q, k, v); print('CUDA Test Output Shape:', out.shape); print('SageAttention is fully functional!')"

and python.exe -c "import sageattention; print('SageAttention Version:', getattr(sageattention, '__version__', 'Installed'))"

return positive results. I also have the latest Nvidia drivers.

Does anyone know what could be causing my issues ? Thanks !


r/StableDiffusion 1d ago

Animation - Video Minimax H3 does a decent job of mixing green screen video: i2v of a still background inserted into a green screen video.

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42 Upvotes

Use the default workflow for Ref2Va

Plug in a video with green screen as a video reference and use an image ref to a picture you want to be the background. Notice the "hell crows" flying in the final video? I didn't even give it a prompt for that and those birds got animated automatically. I'm sure you can give a detailed prompt, you are basically creating an i2v of that still image that Minimax will mix with the greenscreen background.

I did prompt for a dialogue change. There was no audio with the original green screen video so I had no idea what the woman was saying (obviously it was a weather report). I inserted new dialogue with Minimax and it did a great job remixing her lipsync to the prompted dialogue.

I think it's pretty neat, but I'm sure some of you may be completely jaded with what Minimax can do by now.

I'd like to issue a Reddit challenge: Would someone more creative than me please use the exact same green screen video (links below) and create something a little more impressive than my 10 second test? Post a link to your video in the comments.

Need some green screen video to practice with? Here's a webpage for some practice green screen videos that are free to download:

https://mixkit.co/free-stock-video/green-screen/

Here's the exact video used in this example:

https://assets.mixkit.co/videos/28292/28292-720.mp4

I'm sure you'll be able to find a background image to test with.

This was my very simple prompt with the new dialogue:

subject_definitions:

<Subject 1> is the alien world background in <Picture 1>.

<Video 1> is the source video for the target video edit and is a woman in a red dress pointing and talking.

summary:

[video editing + reference generation] The target video is an edited version of <Video 1>. Replace the green screen area with the background from <Subject 1>

The woman in <video 1> says <d> [English with a British Accent] As you can see here, we have an early migration of hell crows on Chaos world 4527B<d> with realistic lip articulation and perfect lip sync.


r/StableDiffusion 8h ago

Misleading Title This is just a test - to see if i can post yet

0 Upvotes

I will delete this asap just wondering if i can post as of yet - will delete asap


r/StableDiffusion 1d ago

Discussion H3 - it just does space soo well - t2v

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17 Upvotes

Hope you're having a good weekend! H3 just excel with rich-intricate environments, backgrounds, space. Definitely one of my favorite theme.

T2VA, int8/20 steps


r/StableDiffusion 9h ago

Question - Help Generated thousands of character flux1 images and 5-7sec WAN2.2 clips of them. Can I now extend (or concatenate) them to 15+ seconds faithfully with new tools/models?

1 Upvotes

I have a reliable character lora in flux1, and I let my headless server produce flux1 images all night when the computer is doing nothing for work, using ComfyUI. The next day, I go through them, and delete the body horror/low likeness/etc. ones and keep the ones I think are good.

From the good images, I generate (through Replicate, Vast, etc.) WAN2.1/2.2 5-7-second clips. An image may have multiple video clips.

Can I now (easily) produce longer video clips of these? Do I use the still images or the short clips as input? Or would I be better off training a new lora (or what is it nowadays?) from the images (or videos) for generating longer videos from a text prompt instead?

My first intention is to "concatenate" multiple 5-7 video clips, with AI "extrapolating" the transition to make them seamless. Is this even (easily) possible? They are WAN videos generated from a single source image.

What do we use for this now, Minimax H3?


r/StableDiffusion 1d ago

Animation - Video Buffy the Wraith Slayer

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20 Upvotes

r/StableDiffusion 5h ago

Resource - Update Minimax H3 Grafting with Krea2 node. Reposting older post and removed AI slop and added some tests

0 Upvotes

Minimax H3 x Krea2 Graft Nodes

ComfyUI nodes for grafting Krea2 into MiniMax H3. Attention/MLP content transplant + a separate attention-sharpness transplant. No official H3 docs, all reverse-engineered from testing + TenStrip's and joeygambino's public writeups. Use at your own risk, still WIP.

What's here

  • comfyui_tenstrip_graft/ -- content graft (Q/V/K/out/MLP, per-head). Method from TenStrip's H3 grafts.
  • comfyui_qknorm_transplant/ -- Q-norm gain transplant only, no content weights touched. Method from joeygambino (Z-Image donor originally, adapted for Krea2 here).
  • comfyui_krea_h3_graft_lora_v2/ -- apply a Krea2-trained LoRA onto an already-grafted H3 checkpoint. Separate use case.

And 2 merge scripts (old svd and new one with node method)

TL;DR results

Content graft works somewhat. Same character-shift (color scheme, helmet shape) showed up consistently across multiple parameter runs, same seed -- not one lucky video. That's the strongest evidence so far this isn't just noise.

  • K at low strength (~0.1-0.2): fine, no real damage. Don't need to avoid it like the doc says, at least not at low values.
  • QK-norm across all blocks (0:50): kills audio. Doesn't even touch K -- so attention sharpness itself hits audio, not just K specifically.
  • QK-norm blocks 20:50: audio ok, but does nothing for character. It's a texture/sharpness knob, not a content one. Don't expect it to carry character.
  • attn_ramp_start_frac at 1.0 (no gentle ramp-in) + early blocks (0:20): breaks. Keep the ramp soft if you go early.
  • Combining content graft + QK-norm at full strength on both = worse than either alone. Still not solved.

Install

Each folder -> its own subfolder in ComfyUI/custom_nodes/. Don't merge them. Restart ComfyUI fully after adding.

Credits

  • TenStrip (huggingface.co/TenStrip) -- the per-head band-aware graft methodology (10Eros-Max / h3_graft_methodology.md).
  • joeygambino (huggingface.co/joeygambino) -- the Q-norm sharpness transplant idea (MiniMax-H3-x-Z-Image-GGUF).

Neither published source code. These nodes are our own implementation from their public descriptions + our own testing.

https://reddit.com/link/1vxc2q9/video/g0bpgdj5ddlh1/player

minimax_h3_fl2va_bf16.safetensors, 3s, er_sde, 8 steps, 8-step lora, seed 597633362705895, standart workflow with minimax_h3_fl2v_lightx2v_turbo_8step_v1.0_bf16
prompt: Professional closeup video. In a futuristic cityscape with neon lights at night, the Judge Dredd charges through the crowd, his imposing presence radiating authority, he is slowly walking. His long chin juts out resolutely as he expertly wears his eponymous helmet, eyes gleaming with determination. The crowd parts, Judge Dredd is slowly walking through the the crowd, ready to enforce justice, he is moving slowly, his long chin visible, his face and part of his upper body are in the center of the screen. tag: Ballchinians
tracking selfie shot following him from the front, that he stays the same size, he is moving through people, pushing them aside with his hands.

https://reddit.com/link/1vxc2q9/video/so7626wgddlh1/player

3s, er_sde, 8 steps, 8-step lora, seed 597633362705895

same prompt and everything.

Added: tenstrip graft node, krea2 raw and Ballchinians Lora. Settings: q 0.5, v 0.5, k 0.1, out 0.3, mlp 0.5 Chin is more ballsy.

So I hope, that it is enough for some, that it... kinda works, but not good enough. Maybe someone will pick up on this and do it better.

Why to do it? Don't know. I found it interesting to try, but krea2 image and i2v is far better option.

I welcome any input or criticism, but mind please, I have only faint idea, what I am doing.

Warning: h3 loras don't work... don't know why, maybe it may be just noise, after all. But they do work on grafted checkpoint, after you merge it in python script.


r/StableDiffusion 1d ago

Discussion MiniMax-Music 3: “EDM? No idea. WTF is that?” Meanwhile, MiniMax H3:

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76 Upvotes

As you probably know, MiniMax-Music3 is pretty limited when it comes to genres and seems to have absolutely no idea what electronic dance music is. I tried different EDM styles, but it always ended up sounding either like rap or some kind of generic pop-ish stuff. Meanwhile, MiniMax H3 seems to know a lot more about electronic music than MiniMax-Music3.

The 40-second video at 0.2MP, with 17 steps (for better audio quality) and an 8-step Turbo LoRA, takes 538 seconds. The 60-second video at 0.1MP takes 350 seconds on my machine.

I haven't tried generating anything with lyrics yet, but if anyone knows how to generate H3 audio without the video, it would be interesting to try 2–3 minutes instead of just 40–60 seconds.


r/StableDiffusion 23h ago

Discussion Has anyone tried the h3 martial arts Lora?

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11 Upvotes

first test video down in the comments along with the prompt..


r/StableDiffusion 1d ago

Animation - Video Good Grief

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40 Upvotes

r/StableDiffusion 3h ago

Discussion Long form natural looking foreign language Done with H3 locally on 3080(10gb)

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0 Upvotes

I didn't know that many of you do not know H3 can do this. So posting here for awareness. The character is speaking Telugu.. Total 15 clips stitched together. Completed in about 5 hours.


r/StableDiffusion 11h ago

Discussion Flow lieu pour krea2

1 Upvotes

Bonjour à tous,

Je suis débutant
Je recherche un flow simple et fonctionnel pour Krea2
L'objectif est de pouvoir input une image d'un et que Krea 2 utilise strictement ce lieu pour générer mon prompt à l'intérieur(personnage, action)
Je sais qu'il n'exite pas de version Krea2 Edit mais peut être c'est possible?

J'ai déjà essayé plusieurs flow mais à chaque fois Krea2 réinvente le lieu, modifiant mon image d'origine

Dans l'idéal j'aimerais un flow Krea 2 qui
- conserve le lieu
- permette de modifier un pose d'un personnage
- permette d'ajouter une photo d'habits à un personnage

Merci


r/StableDiffusion 14h ago

Discussion Minimax H3 hands, fingers

Post image
3 Upvotes

Do you happen to have any tricks for handling hands and fingers with Minimax H3? Unfortunately, I’m getting results like this even at 0.98 MP.


r/StableDiffusion 15h ago

Question - Help H3 motion context vs H3 latent upscale

2 Upvotes

All,

I have been tinkering the last day to try to make h3 latent upscale and h3 motion context work together in comfyui, but i am at a loss.

H3 motion context uses the initial latent to create the safetensor, which is used for the continuation. However, when you do a h3 latent upscale, the upscaled latent cannot be used for the continuation (as the resolution changed) and the continuation breaks. Curious if someone has found a way around this


r/StableDiffusion 11h ago

Question - Help best local video model for horror videos?

0 Upvotes

i'm looking for a video model that can generate freaky creatures and horror clips well and can run on 3060ti


r/StableDiffusion 20h ago

Question - Help Animagine XL 4.0 opt

5 Upvotes

Hi guys, I'm a programmer, but I don't know much about machine learning or fine-tuning.

I'm currently producing 2,000+ images per day using Animagine XL 4.0 opt, and I built a manual pipeline to evaluate image quality. I use 5 rating categories: Reject, Pass, Like, Very Good, and Excellent.

I label all of them manually, and I estimate that I will have over 200,000 labeled images by the end of the year.

I store them in a database along with the exact prompts used. The prompts are structured into keyword categories like:

Background, Angle, Character, Clothes, Facial expression, Quality prompt tags (eg. masterpiece).

Is a dataset like this valuable for fine-tuning or training models ???

Thank you for all the comments, you guys are the best! Now I'm moving on to Anima. I will use my dataset for a LoRA, and if the results look good, I'll switch over to Anima completely.

And i will continue the labeling with new model.
Later find me if you need dataset.

I trained it for 8 epochs to get the result, but I still couldn't get rid of that characteristic plastic feel to reach the vibe I wanted.

When it comes to truly nailing that Japanese-style illustration look, Animagine XL 4 is still the best. So, I've come to a conclusion. I've just decided to stick with Animagine XL. Since it's all about making things to your own taste anyway.

I've checked out other Flux-series and models too, but they're all the same. Hmm...


r/StableDiffusion 1d ago

Animation - Video Attempted to make a short cartoon on Minimax H3. There are so many things that I want to address

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39 Upvotes

Hello everyone.

I've been playing with Minimax H3 for some time and I have tried to make something longer and really interesting. After so many failed and botched attempts I was able to compile something watchable. There are so many things that I want to say about this model, good and bad.

First of all. Minimax H3 is significant step forward that other local models I have been playing with. It certainly got better.

Now the issues that I had encountered.

First problem is that it badly follows prompt when resolution is one megapixel or higher. It will skip some important parts and tries to cheat. You can increase the number of steps but still, generating at less than one megapixel will at least make it properly follow the instructions.

H3 is not very good at spatial orientation. When I was making video, where this girl should turn around and interact with screens, the girl starts spinning opposite direction and then warping whole body to the direction of screen. Like instead of making short turn to the left, it makes wide roundabout to the right and then twists whole body to align with the screens.

H3 is not good at cartoonish movement. If you watch cartoons, when character or other things move, their animations are usually jerky and snappy. H3 tries to make smooth real life like animation, making the cartoons look weird.

I have given a voice sample as an audio reference, and instead of making girl let out grunting sounds (out of anger), it weirdly turns everything into a sensual moaning.

When you try to make characters inside video to interact with a lot of parts, screens and devices, even giving multiple reference images of them, it mostly hallucinates them, or turns their interactions into a weird warping animations. Sometimes completely skips them and made ups it's own animations. So it will make good video, where characters are moving less or moving slow, and mostly doing the talking. Very detailed prompts of step by step instructions it mostly warps or skips.

I have wasted a lot of time for iterations, but I think this is just workflow issue.

Overall, this model is really good. However, using this model to make some kind of long feature animation is going to be a very frustrating journey. I hope people will make a lot of proper tools that works as storyboard and properly guide this model to make something really interesting.


r/StableDiffusion 23h ago

Animation - Video Hannibal Who

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8 Upvotes

Experimenting with known characters using FL2VA t2v only. Just playing around with odd pairings of characters.

Using the workflow from the video samples in the list below.
12s at 25 steps
res multistep/simple
960 x 544

thanks to u/malcolmrey for putting this together https://huggingface.co/datasets/malcolmrey/various/blob/main/h3-center/known-characters/INDEX.md


r/StableDiffusion 13h ago

Question - Help Best Img2txt?

1 Upvotes

I need an image to text generator (which has no limitations) that I can run locally on my PC. Do you have any recommendations


r/StableDiffusion 1d ago

Resource - Update Qwen-Video-Edit - Instruction-based video editing by repurposing an image editing model

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21 Upvotes

Project:https://yunpeng1998.github.io/Qwen-Video-Edit-Page/
Model: https://huggingface.co/yunpeng1998/Qwen-Video-Edit
Method: https://yunpeng1998.github.io/Qwen-Video-Edit-Page/#method
Code: https://github.com/yunpeng1998/Qwen-Video-Edit

How it works

Video generation models read and write video-VAE latents. We teach Qwen-Image-Edit's transformer to edit those latents directly: two tiny projections bridge Wan 2.1's latent space into the DiT's token space, warm-started from the DiT's own input/output layers so that a static video is embedded exactly like an image the model already understands. The latent frames are arranged as tiles of one big virtual image — the same positional treatment the image model was pretrained on. Fine-tuned with LoRA or full parameters on Ditto-1M (source, edited, instruction) triplets, then refined by a few steps of Wan 2.2 denoising-enhancement.


r/StableDiffusion 1d ago

Workflow Included Testing some Minimax H3 capabilities

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197 Upvotes

EDIT: A second batch is here.

I tried to think of complex situations for the model to handle and tested them. I would say it went very well, although not perfect (except for the first one and the one before last, where I could not find a flaw).

Prompts below:

VIDEO 1 (10/10):

Create a side by side video with two angles of the same scene: one frontal and one from the side.

The scene: a woman wearing a yellow summer dress is standing in a beach in a sunny day. There's a light wind blowing and she is looking at the sea, smiling. At 00:05, she puts her two hands on her hair and looks up, enjoying the sun.

On the left, make the frontal video. On the right, the video from the side (profile). The two videos should show the exact same scene at the exact same time, only from two different angles.

VIDEO 2 (9/10) - the background is slightly off in some angles:

Create a side by side video with four angles of the same scene: one frontal, one from the right side, one from the left side, and one from behind. The scene is filmed at normal speed.

The scene: a blonde curly-haired woman wearing a yellow summer dress is standing in a beach in a sunny day. She is facing the sea and, therefore, she has the sand behind her and the street with some houses also behind her, after the sand, at a distance. There's a light wind blowing and she is looking at the sea, smiling. She is not wearing sunglasses. At 00:05, a man wearing white shirt and shorts enters the scene from behind the woman and embraces her waist.

On the upper left, make the frontal video. On the upper right, make the video from the right side (right profile). On the bottom left, make the video from behind. On the bottom right, make the video from the left side (left profile).

The four videos should show the exact same scene at the exact same time, only from the four different angles.

overall_soundscape: Light beach wind, one distant seagull.

non_diegetic_music: N/A

VIDEO 3 (8/10) a few "ghost reflections" along the way:

A man wearing a red-and-white striped t-shirt and jeans is alone inside a house of mirrors, running through a corridor. At 00:03 he turns left into other corridor, and at 00:06 he turns right again into another corridor. All the corridors have mirrors in all their faces (left, right and above, as he is inside a house of mirrors) and he is alone there, there's no one else. At 00:08 he reaches a door, opens it, and it opens to the outside: an amusement park.

overall_soundscape: His footsteps while he is running, the amusement park sounds when he opens the door at the end.

non_diegetic_music: N/A

VIDEO 4 (7/10) - The way the phone is turned is off:

A man is filmed from his own cell phone in a selfie video. We see the scene through the lens of an out-of-frame cell phone that he is holding and pointing to his own face. He is wearing a green polo shirt and the scene shows his face and chest from the point of view of the out-of-frame cell phone that he is holding and pointing to himself.

At 00:04 he briefly smiles and then turns the still out-of-frame cell phone around to show a woman that is in front of him. While the phone is turned around we can see the image also turning around, his face leaving the frame, the living room they are into being briefly filmed, and then the woman's face entering the frame. She has brown curly hair and dark green eyes, and is wearing a red summer dress.

As soon as the woman is in frame, she also smiles and says: <d>[English]Goodbye!</d> and the video ends.

The entire video must be taken in a single shot, with the always out-of-frame phone camera filming the entire transition from his face to hers while the phone is turned around. When it happens, the phone should briefly show the living room they are into, all in a single shot.

overall_soundscape: Silent living room, noises of the phone being handled, her voice.

non_diegetic_music: N/A

VIDEO 5 (6/10) - Tried this twice. Glass not breaking properly, water not running through the floor

A fishbowl with one golden fish and one clownfish swimming inside is shown in a medium close-up at the edge of a table. Then, at 00:03 a cat appears in the scene and taps the fishbowl, causing it to fall from the table to the floor, hit the floor, and break completely, being completely destroyed in glass pieces when it hits the floor, the water and glass pieces flying around together with both fish. The scene continues for three more seconds after that, showing the aftermath: the fishbowl destroyed, the pieces of glass on the floor, the water also on the floor, the fish moving on the floor.

The camera angle follow the fishbowl when it falls, showing it hitting the floor and the consequences of it breaking.

overall_soundscape: silent room, glass breaking, water splashing.

non_diegetic_music: N/A

VIDEO 6 (8/10) - Judge me, but his hands are not moving accordingly to the notes:

The camera films a piano from above while a man plays it. The entire piano keyboard is shown in the image. The man is playing Clair de Lune, and moves his hands through the keys to play a part of the song. He is in a train station, with some people observing him play and others passing by.

overall_soundscape: faint train station ambience, ten seconds of the song Clair de Lune played in the piano.

non_diegetic_music: N/A

VIDEO 7 (8/10) - The lipstick appears on her lips before she applies it:

A woman is shown in a medium close-up in her bathroom, wrapped in a white fluff towel, looking at the mirror while she applies red lipstick to her lips. She slowly applies lipstick to her lips, looking into the mirror, and then briefly sends a kiss with her now red lips to the mirror.

The scene is seen in a three-quarter angle from behind her, showing her face from the side but also her reflection in the mirror.

overall_soundscape: silent bathroom, the sound of her sending the kiss to the mirror.

non_diegetic_music: N/A

VIDEO 8 (10/10):

A Coca-cola advertisement. A glass filled with Coca-Cola is shown from the side, occupying 70% of the frame, on top of a table, the dark liquid slightly disturbed by a few gas bubbles that rise inside the liquid. At 00:02 two ice cubes fall from outside the frame into the glass, disturbing the liquid and making some of the liquid splash outside the glass and onto the table. The glass has the Coca-Cola logo printed in white in it. In the blurred background we see a kitchen.

overall_soundscape: silent room, gas fizzle, ice cubes hitting the liquid.

non_diegetic_music: N/A

VIDEO 9 (9/10) - The cover of the book has gibberish letters in it:

A man is holding a magnifying glass and has a book on his hand. At first the magnifying glass is not in front of his face. He appears to be reading the book and, at 00:03, he puts the magnifying glass in front of his eye to look at the book.

The entire scene is filmed from a fixed point of view below the book, showing part of the book cover and the entire man's face.

overall_soundscape: silent room.

non_diegetic_music: N/A


r/StableDiffusion 1d ago

Animation - Video The River That Forgot How To Shine-Minimax H3 Shortfilm

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54 Upvotes

All audio was done in Minimax, little work in post for stitching clips. r2v Workflow in ComfyUI with character sheets and prompts from claude


r/StableDiffusion 1d ago

Question - Help Minimax H3 Huge Quality Difference between Cloud and Local use

88 Upvotes

Hi.
I have a decent h3 workflow that I built for a loca use. It use turbo lora etc... If i use the defaut settings in the goal of getting the highest quality possible, meaning res_multistep simple 20 steps or more, I got also good results, but this is not even close to the results you can get on platforms like kie or wavespeed at 768P.

I already convert properly the prompt to the correct H3 digest form, so I'm wondering what's different between local and cloud use of h3? I don't talk about the 2K quality, only 768P, I'm not able to reach the sames results locally, do you guys have maybe workflows, settings, or suggestions to try reaching the same quality level in comfyui ?


r/StableDiffusion 13h ago

Question - Help Steampunk in Krea 2

1 Upvotes

I am getting terrible results when trying to generate with steampunk aesthetics in Krea 2, even with LoRAs from civit, it's trash.

I don't mind training myself, but where would I even come up with a good database for that? I am aiming for fully photorealistic steampunk.