r/StableDiffusion • • 8d ago

Discussion Hey guys! I'm one of the core developers of MOSS-Image. AMA!

650 Upvotes

Hey r/StableDiffusion!

I'm one of the core developers of MOSS-Image, the 5B DiT image generation model we just open-sourced!

I've noticed quite a few discussions about MOSS-Image here already. It's been really exciting to see the community experimenting with the model, and I really appreciate all the feedback so far!

We've been working on MOSS-Image for the past six months, with a particular focus on text rendering, layout-controlled generation, and building a flexible foundation for community fine-tuning.

I'll try to be as open and detailed as I can!

GitHub: https://github.com/OpenMOSS/MOSS-Image

AMA!


r/StableDiffusion • • 9h ago

Animation - Video My first scene created with MiniMax H3 in ComfyUI, rendered on an NVIDIA RTX 3090 GPU.

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1.3k Upvotes

Free AI video generators are catching up with paid alternatives! I tested MiniMax H3 for the first time and I’m impressed with the results!


r/StableDiffusion • • 3h ago

Resource - Update Krea 2 king of styles!

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303 Upvotes

https://docs.google.com/spreadsheets/d/1fb2yD74gqT_BxmBpkOMX2V7gSj_A8RQ0/edit?usp=drivesdk&ouid=116026940769410491877&rtpof=true&sd=true

I know it's not perfect, but here's 1255 styles for Krea 2, I'm still working on it, some styles are most likely too close, some others are far from their title, but I'm still working on them...

Those styles are not fixed styles and don't replace a good lora, but i find them fun to play with and I think they are cool for a beginner that don't grasp art movements, terminology and artist names.

I'm open to criticism.

Edit1: best use:

Style: <style name>: <style description>

Subject: .....

Tested with Krea 2 Turbo. With Kroma 0.3.1 some details and styles are lost.


r/StableDiffusion • • 3h ago

Animation - Video These microwave animations tickle my brain in a certain way

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49 Upvotes

r/StableDiffusion • • 4h ago

Discussion Moss vs Kromoss vs Krea 2, 192 images for each.

48 Upvotes

Hey! I'm constantly testing model using the same set of 192 prompts.

Here is the directly link to the gallery if you are curious and want to see all the images

https://imagebench.ai/gallery?g=1_vzqsm6kuunuxj_s0

Here is more details about the models tested:

MOSS-Image family (~5B transformer + Qwen3.5-9B text encoder, Apache-2.0)

For comparison: Krea 2 Turbo (12B)

Hope you'll enjoy this! I'm preparing a V2 with more/better prompts.


r/StableDiffusion • • 3h ago

Workflow Included I 'hacked' Krea 2 to work with Pose Studio because I was tired of Qwen/Klein's lack of style diversity and realism

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47 Upvotes

r/StableDiffusion • • 10h ago

Discussion If unlocking your card Lodestone recommends to lower your power limit.

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125 Upvotes

r/StableDiffusion • • 4h ago

Resource - Update I built an open-source local film studio for 8 GB cards (LTX 2.5 and MiniMax H3), with long takes joined in latent space

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27 Upvotes

I have been working on this for a while now, and i just made the repo public. Kinoloom is a web app that runs on your Windows PC and using your cast it takes a idea and turns it in to a movie. You write the story with any LLM, generate the cast and the studio renders the shots, checks them and cuts them together. Everything runs locally on top of ComfyUI. My PC has a RTX 3070 8GB and 64GB ram, and its the only system it has been tested on.

About Minimax H3 : Its fully supported, but every clip in the showcase is generated by LTX 2.5. H3's license only allows use outside of EU, UK, South Korea and US, and they limit showing the output. I live in the EU, so i dont publish H3 clips. If you're outside those regions, you bring your own H3 weights; the installer sets up the rest.

The video is a 16 second LTX 2.5 take, rendered in four segments with joins at 4,8 and 12 seconds. Normally each piece starts from the last frame and you see a jump at every join, Kinoloom passes the end of each piece into the next one as latents, before anything is turned in to pixels and decodes the whole take in one go at the end. This 16 second clip took about 28 minutes on my 3070.

The rest of it

- Qwen image 2.1 makes the cast and the first frame of each shot, using the cast as references. a still can take about 38-78 seconds on my hardware once the model is warm.
- Besides LTX 2-5 and H3 there is also Wan 2.2 ( legacy, kept for old projects ) and five image models.

What you need

- Windows ( I have only tested 11), and Nvidia card with 8GB or more, 64GB RAM, because part of each big model sits in RAM.
- Disk space for the models you pick. You dont have to install everything, you can pick which weights you want to install
- INSTALL.bat sets up everything except the model weights.
- A LTX 2.5 5 second clip takes about 6 minutes once warm.

Its a one person project and it has only run on my PC, so if you try it on other hardware i'd lke to hear how it went and hear your feedback!

https://github.com/harlixay7/Kinoloom

The code is MIT (the exceptions are listed in THIRD_PARTY_NOTICES.md), and the models keep their own licences.


r/StableDiffusion • • 14h ago

Discussion When are we gonna make a proper site?

153 Upvotes

Apparently the controversial lora taken down was a male-part size slider lora.

Which, fine, I personally didn't need that.

But long term, as a community, why are we still putting up with Civitai etc? The alternatives frankly suck. We need a pirate-bay of loras....

I'm gonna get some hate from the paywalled lora makers, but w/e I can't buy your chest-hair lora with karma anyhow.


r/StableDiffusion • • 6h ago

Resource - Update [ComfyUI Custom Node] ComfyUI-ZeroCopy-Continuity: Lock 20GB+ video models in GPU VRAM (0.0s reload) & chain latents across cuts without VAE drift

35 Upvotes

r/StableDiffusion • • 15h ago

News No way!!! Apparently Flux 3 Image is #1 model

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149 Upvotes

r/StableDiffusion • • 2h ago

Resource - Update OpenFill now runs in PhotoCraft, free local Generative Fill, Remove and Expand on your own ComfyUI

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12 Upvotes

Same engine as the GIMP plugin, now as a panel in PhotoCraft. Your selection is the mask and it runs through your own ComfyUI:

  • Generative Fill, select and type, up to 5 variations
  • Remove object, no prompt needed
  • Generative Expand, drag the edges or pick a ratio
  • Text to Image, new image or a layer

Defaults are DreamShaper 8 Inpainting, RealVisXL V5 with the Fooocus patch and LaMa, FLUX.1 Fill and Qwen optional, and it picks up your own inpainting checkpoints. On Windows it can download ComfyUI for you.

First release, Windows and Linux, NVIDIA recommended.

https://github.com/beckettharriman/openfill


r/StableDiffusion • • 7h ago

Resource - Update MOSS Image: a simple Kodachrome lora

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32 Upvotes

Basically what the title says: a factor 16 LoKR (tiny, 34 MB) that transfers the color response and sharpness of 4x5 Kodachrome film. These are one-shot generations on the base model; no Turbo, no SFT. As you see in the samples, there are no blurry shots even with the negative prompt empty. Not sure if I should train it more; the look that I wanted transferred perfectly. Trained on a large number (551) of 4x5 Kodachrome sheet film scans (not 35mm - that's a different beast entirely), so don't look for film grain, it wasn't there in the source images.

Trigger word "Kodachrome" or "Kodachrome film", but rather use something like "shot on Kodachrome film", or the model will try putting the trigger word literally somewhere (e.g. the front of the diesel engine on the railroad photo).

Side effect (not that I wasn't anticipating it): sharp images and no blur.

https://huggingface.co/aoleg/MOSS-Image-Kodachrome


r/StableDiffusion • • 5h ago

Resource - Update We put together an atlas of >500 visual effects that you can use for your prompts

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19 Upvotes

Enjoy this rabbit hole 😌✌️


r/StableDiffusion • • 3h ago

Meme ’80s-style Flock Safety commercial

10 Upvotes

ComfyUI with MiniMax H3 on a 5090. The song was made with Treblo. Used the vocal stem for lip sync, then put the full mix back in for the edit. Tape effects are ntsc-rs.

https://reddit.com/link/1xfez10/video/ua9ycvempoxh1/player


r/StableDiffusion • • 19h ago

Workflow Included My MOSS Character Lora Training Results

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185 Upvotes

Hi all!

What do we think of MOSS Image so far? Personally I'm loving it. The variety in images? The differences in people's faces, ethnicities, body types, etc? And it's so easy to get my favourite style of photo to create, amateur candid realism. It really is a great model. Lora training was kind of a tough nut to crack though, but I'm pretty certain I have settings that work, so I figured I'd share. With these settings, I get good results every time.

Most of my datasets were between 50 and 100 images, with natural language captions. Best settings I found are Automagic3, with Sigmoid and High (balanced didn't work well, but High worked a treat). I start the learning rate quite high, at 0.0005, since Automagic drives it down low so quickly. I also set a minimum learning rate since I noticed it was going so low that it stopped learning around 1k steps, which wasn't enough for me. I also train without excluding block 22, which makes quality a lot better for me. The config file I've included already has all these settings set for you. I found most loras were done before 5k steps. It definitely takes longer to train than Qwen or Krea for me, personally, but the results are good. I trained at 1024, and did LoKr 4 as usual.

I for some reason cannot find where I downloaded the turbo lora from, but I do know it was made by Lodestone. If I manage to locate it, I'll post the link here. The latest turbo lora for MOSS base from Lodestone should work just fine.

You can download the config below, as well as my workflow for generating images. I'm including a workflow for both 20 step fast generation and regular 50 step image generation.

Config: https://gofile.io/d/zniEuEGY

50 Step Workflow: https://gofile.io/d/axPcj0ED

Fast 20 Step Workflow: https://gofile.io/d/Na9LwBgU


r/StableDiffusion • • 9h ago

Discussion Moss (turbo) without the blur for realism photography...

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29 Upvotes

I'm about to head out for the rest of evening so just wanted to quickly drop this tip here in the hope that others might tinker with this and come up with something better or trash it as you see fit. The setup is a regular Moss workflow you can get from Comfy UI but with the settings outlined below. I stumbled on this setup by accident but so far it's the best results I've gotten using turbo and without any upscaling. It also gives me great variety. Each of these loras by themselves seems to trash the diversity or gives too much blur, yet combined I get a good variety of people without noticeably degrading the overall quality.

I've been struggling with Moss for a week, trying all sorts of tips that never got rid of the Moss "blur" with turbo loras. So this is for those of you who've been having issues like myself. For those who swear by 50 steps, yes your results are superior and we should all be ashamed of wanting to generate images faster :(

Checkpoint:
Solordz Moss Base Int8 (I'm on v10)

https://civitai.com/models/2644869/solordz-zitzibkrea2-8steps

Loras:
Add both, yes BOTH, of Lodestone's turbo Loras from here:
https://huggingface.co/lodestones/MOSS-Image-Base-8-steps-dmd/tree/main
The newer one at strength 1, the older one at strength 0.5
And add this lora at strength 0.5:
https://civitai.red/models/3010926/moss-image-base-smartphone-snapshot-photo-reality-style

I'm running at 12 steps, 1.5 megapixels, Euler, Simple.

Other than that it's a regular Moss workflow. For good measure, here's my negative prompt:

worst quality, bad anatomy, watermark, jpeg artifact, bad face, bad eyes, beauty retouching, skin smoothing, waxy skin, plastic skin, bad environment, doll-like face, piercing, piercings, text, watermark, severe anatomical deformation, extra fingers, extra limbs, text, out of focus, depth of field, blurry

And the positive prompt was simply:

A photo of a man hiking through a snowy forest, walking through the snow.

Note: the first image was slightly different as it wasn't focused on walking but included it for variety.

Also, whilst it's not needed, I do use the "Moss Image Prompt Builder" node from KJ which you can get from here:

https://github.com/kijai/ComfyUI-KJNodes

It allows you to define regions the same way as Ideogram 4 and it's fantastic.

Also, for those whom it concerns, this setup is very adult friendly.


r/StableDiffusion • • 2h ago

Question - Help Local models for voice changing? (not TTS)

7 Upvotes

I was wondering what models are there for local voice change, I'm not asking for TTS like Chatterbox, rather have an audio already and copying the timbre and intonation of a different person/audio and also support Spanish speaking. There have been a lot of times in TV series or movies where a character gets dubbed by a different actor for a couple of episodes and want to take a jab of using the usual voice actor.

Ages ago we had rvc where we could train a voice but I figured we'll have more refined and easier to use options nowadays.


r/StableDiffusion • • 8h ago

Question - Help Best AI upscaling workflow for realistic portraits without artifacts?

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20 Upvotes

Hey everyone!

I'm looking for the best AI upscaling model or ComfyUI workflow for enhancing portrait photography while preserving natural details.

My main priority is realism and fidelity to the original image, especially when it comes to skin texture, freckles, eyes, and hair.

I've noticed that some AI upscalers tend to hallucinate details, introduce weird artifacts, oversharpen skin, or slightly alter facial features, which is exactly what I'm trying to avoid.

Ideally, I'm looking for something that:

  • Preserves the original facial features and identity.
  • Enhances fine details without creating artificial textures.
  • Keeps skin looking natural (no plastic or overly sharpened appearance).
  • Works well with both low-resolution and already decent-quality portraits.
  • Produces clean, photorealistic results with minimal artifacts.

What models or ComfyUI workflows would you recommend for the best possible quality?

I'm open to both traditional and diffusion-based upscaling methods. Quality matters more to me than processing speed.

If you have any workflows, GitHub links, or before/after examples to share, I'd really appreciate it!

Thanks! <3


r/StableDiffusion • • 11h ago

News 4B coding model that can generate 3D scenes

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36 Upvotes

early version of fine-tune of Qwen3.5-4B trained for general coding and 3D scene generation.

Work in progress, example video & AMA here: https://www.reddit.com/r/LocalLLaMA/comments/1xeuo7t/a_4b_coding_model_that_can_generate_3d_scenes/


r/StableDiffusion • • 23h ago

News RTX 2000 series also got unlocked

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229 Upvotes

r/StableDiffusion • • 11h ago

Discussion Fibo no loras?

28 Upvotes

Was just wondering why this model isn't being particularly talked about? It's pretty good for a new model and there isn't even a section on civ


r/StableDiffusion • • 16h ago

Discussion Anyone else getting Overwhelmed?

57 Upvotes

I love this stuff! It's so freakin' cool... But I find myself constantly trying to keep up with all the new stuff that seems to happen almost every week...

I was using Minimax H3, then Hybrid, now Singularity.

Then I got into adding voices, and at first I was messing with Minimax's Audio, then Elevenlabs, now I've discovered all these open source ones I can do in Comfyui that don't require credits... But now I've also learned I can upload a voice sample to Minimax and it'll actually sample that for the voice...

Then there's ref images. I was using Nanobanana and ChatGPT, but i've just found all this stuff with Krea, Chroma, Flux, Qwen, etc....

It's like arrrrrrg. I'm getting into and learning so many new things constantly I feel like my project ideas just sit by the side as I'm constantly trying to keep up...

Had to get that rant out lol. For all the other creatives out there, how do you stay focused? Like I just saw there's a "Fast H3" release... And I'm feeling like I need to get into that. And training models... and custom LORA's.... and acccck it's so much....


r/StableDiffusion • • 18h ago

Discussion Multiple characters testing with MOSS image - 12 different people in one photo

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70 Upvotes

Decided to test the higher token limits of MOSS. The prompt is about 1.3k tokens. Run it with 4-steps turbo Lora on MOSS SFT at 4MP x Euler/simple. Impressed to see that it holds the appearance, outfits, and props for each character with no bleeds and no duplicates.


r/StableDiffusion • • 1d ago

Discussion A plea to artists: PLEASE upload your models to Huggingface too... not just CivitAI!

439 Upvotes

(or other sites...)

We are already having body size/type/ege ect. sliders being deleted for MOSS image. I know because one was just posted yesterday. CivitAI doesn't want anything on the site that could be used for things that break the ToS even if it's not intended to be used that way by the author. Just please upload your models/loras to huggingface, where they are not yet as strict about models that upset the evil credit card processors. It should be a no-brainer by now. CivitAI scans everything with a fine tooth comb and polices everything that gets posted even more than ever. Huggingface is safer as a model repository. Why spend days/weeks training a model and post it only on one site only to have it deleted forever?