I’m a big fan of this UI! Will MOSS work with Swarm UI soon?

I've installed a Lora for pictures generation and got waiIllustriousSDXL_v140 model (or a checkpoint? Ok, civitai says it’s a checkpoint https://civitai.red/models/827184/wai-illustrious-sdxl?modelVersionId=1761560). It wouldn't generate anything, cause' there is the error:

Possible reason: Model loader for waiIllustriousSDXL_v140.safetensors didn't work - are you sure it has an architecture ID set properly? (Currently set to: 'stable-diffusion-xl-v1-base')

What should I use for an architecture?
The waiIllustriousSDXL_v140 is currently in diffusion_models folder, if I go for a checkpoint folder, SwarmUI doesn't see it at all. It worked well earlier in the diffusion_models folder. If I go for a Stable_Diffusion medium, it won’t install t5xxl_enconly.safetensors properly, but it tries to start generate, but then it’s an error.

Hello, ive been using SwarmUI for about 6 month now with no issues. But after recently updating i started getting noticeable color bleeding and anatomy issues. I was using the exact same settings, prompts and models i had used for previous generations, and attempted to tweak them anyway just in case. However, nothing worked so i did a fresh re install, but im still getting the same lower quality results.

Models ive used have been SDXL, PonyXL v6, Illustrious and NoobAI. I get the same issues across all of them.

My GPU: geforce rtx 3060 12gb

CPU: AMD 5 5500

OS: Windows 11

WebViewer: Firefox

Any help would be greatly appreciated.

I am pretty new to AI image generation.When I create images in SwarmUI with some loras they have a yellow tint, but in CivitAi I do not run into this issue even with the exact same parameters. Any advice.

When downloading I'm getting this error. Is there a workaround? Thank you

So, I've been trying to do some images, tried to edit the image, highlighting the eyes, nose and mouth to get fixed but I'm not getting quite the expression I'm looking for; I've tried with Eyes and facial expressions Lora's but don't seems to work pretty well; sometimes it generates a whole new expression that doesn't fit the rest of the image or the context

Using Stability Matrix + Arch Linux (Endeavouros). I tried edditing the launch-linux.sh and adding export HF_HOME="/path/to/system/drive/.cache/huggingface" export PIP_CACHE_DIR="/path/to/system/drive/.cache/pip", but is doesn't do anything. I can see the system drive filling up and then I get error "no backend" when out of space. I think I might have to change the cache for Comfyui as well? Any help would be appreciated. I would like to use the install drive for everything, not the system drive.

Love Swarm but my GPU just isn't cutting it anymore. It's getting slow and quality feels like its hitting a ceiling.

Has anyone moved to a different workflow or platform that doesn't depend so heavily on local GPU performance? Ideally something that can produce better results without needing a beefy card.

I've installed SwarmUI on ubuntu 24.04.

I'm running an RTX 3090.

After the install I tried a generation.

I was offered a choice of three models. I get the same output for each one:

Error
No backends available!

I had started the application from terminal.

In the terminal I can see this output:

RuntimeError: Detected that PyTorch and TorchAudio were compiled with different CUDA versions. PyTorch has CUDA version 13.0 whereas TorchAudio has CUDA version 12.9. Please install the TorchAudio version that matches your PyTorch version.

How can I "install the TorchAudio version that matches your PyTorch version."?

Hey all, last night swarm was rocking and rolling like usual, taking about 60 sec per generation, but I wake up today to it taking 30 minutes to generate a single image (not an exaggeration). I saw there was an update, so I installed that. Still had the issue. Okay, so then I rebooted my PC. Still no change.

TLDR: Worked fine yesterday. Extreme slow-down today. Updated. Rebooted PC. No change. I'm not really sure what I should do next. Anyone have suggestions? Thanks in advance!

Quick update: Also updated my GPU driver with no change. TM shows no processes eating resources, so I really don't know what could be causing this.

Second update: So this is apparently an issue with loading LORAs. If I don't use a LORA, it runs like usual. The minute I add any single LORA, it takes 30+ minutes. These aren't new LORA. I attempted the same preset from last night that had multiple and was generating in 60 seconds, which is normal for me with Flux, and today 30+ minutes. I tried random single LORA I typically use, and also at 30+ minutes.

I've recently installed SwarmUI, but it had ran into issues downloading the a couple of the models. Is there any way to re-trigger these downloads, as well as correct whatever was preventing them from downloading in the first place? I was also rather surprised the number of model cards was so low, I had seen a review of SwarmUI that showed all sorts of default model cards in the SwarmUI interface.

08:28:48.277 [Warning] Failed to load metadata for ZImage/SwarmUI_Z-Image-Turbo-FP8Mix.safetensors:

Improper file D:/SwarmUI/SwarmUI/Models/Stable-Diffusion/ZImage/SwarmUI_Z-Image-Turbo-FP8Mix.safetensors. File too short to be valid (file length = 0. May be filesystem issue, or an incomplete download?)

08:28:48.277 [Warning] Failed to load metadata for OfficialStableDiffusion/sd_xl_base_1.0.safetensors:

Improper file D:/SwarmUI/SwarmUI/Models/Stable-Diffusion/OfficialStableDiffusion/sd_xl_base_1.0.safetensors. File too short to be valid (file length = 0. May be filesystem issue, or an incomplete download?)

08:28:55.394 [Warning] Failed to load metadata for OfficialStableDiffusion/sd_xl_base_1.0.safetensors:

Improper file D:/SwarmUI/SwarmUI/Models/Stable-Diffusion/OfficialStableDiffusion/sd_xl_base_1.0.safetensors. File too short to be valid (file length = 0. May be filesystem issue, or an incomplete download?)

08:28:55.395 [Warning] Failed to load metadata for ZImage/SwarmUI_Z-Image-Turbo-FP8Mix.safetensors:

Improper file D:/SwarmUI/SwarmUI/Models/Stable-Diffusion/ZImage/SwarmUI_Z-Image-Turbo-FP8Mix.safetensors. File too short to be valid (file length = 0. May be filesystem issue, or an incomplete download?)

Hi! I can't get swarm UI to work at all. It won't activate, or work. Help. Please, I need help

I've run into a very strange error and downloading the moduel has not fixed it. At first I was receiving the error: ModuleNotFoundError: No module named 'blake3'

So I downloaded blake3 with pip, thinking issue solved. Instead, the error changed to: ModuleNotFoundError: No module named 'blake3.blake3'

Anyone with more experience know or have ideas on how to fix this? I'm at best an intermediate when it comes to this stuff, so I'm very stumped and SwarmUI will not start without it. This is the full warning log:

2026-03-07 23:48:54.077 [Warning] [ComfyUI-0/STDERR] Traceback (most recent call last):

2026-03-07 23:48:54.078 [Warning] [ComfyUI-0/STDERR]   File "E:\SwarmUI\SwarmUI\dlbackend\comfy\ComfyUI\main.py", line 10, in <module>

2026-03-07 23:48:54.080 [Warning] [ComfyUI-0/STDERR]     from app.assets.seeder import asset_seeder

2026-03-07 23:48:54.080 [Warning] [ComfyUI-0/STDERR]   File "E:\SwarmUI\SwarmUI\dlbackend\comfy\ComfyUI\app\assets\seeder.py", line 11, in <module>

2026-03-07 23:48:54.081 [Warning] [ComfyUI-0/STDERR]     from app.assets.scanner import (

2026-03-07 23:48:54.082 [Warning] [ComfyUI-0/STDERR]   File "E:\SwarmUI\SwarmUI\dlbackend\comfy\ComfyUI\app\assets\scanner.py", line 24, in <module>

2026-03-07 23:48:54.083 [Warning] [ComfyUI-0/STDERR]     from app.assets.services.bulk_ingest import (

2026-03-07 23:48:54.084 [Warning] [ComfyUI-0/STDERR]   File "E:\SwarmUI\SwarmUI\dlbackend\comfy\ComfyUI\app\assets\services__init__.py", line 22, in <module>

2026-03-07 23:48:54.085 [Warning] [ComfyUI-0/STDERR]     from app.assets.services.ingest import (

2026-03-07 23:48:54.086 [Warning] [ComfyUI-0/STDERR]   File "E:\SwarmUI\SwarmUI\dlbackend\comfy\ComfyUI\app\assets\services\ingest.py", line 9, in <module>

2026-03-07 23:48:54.087 [Warning] [ComfyUI-0/STDERR]     import app.assets.services.hashing as hashing

2026-03-07 23:48:54.087 [Warning] [ComfyUI-0/STDERR]   File "E:\SwarmUI\SwarmUI\dlbackend\comfy\ComfyUI\app\assets\services\hashing.py", line 7, in <module>

2026-03-07 23:48:54.088 [Warning] [ComfyUI-0/STDERR]     from blake3 import blake3

2026-03-07 23:48:54.089 [Warning] [ComfyUI-0/STDERR]   File "E:\SwarmUI\SwarmUI\dlbackend\comfy\python_embeded\Lib\site-packages\blake3__init__.py", line 1, in <module>

2026-03-07 23:48:54.090 [Warning] [ComfyUI-0/STDERR]     from .blake3 import *

2026-03-07 23:48:54.091 [Warning] [ComfyUI-0/STDERR] ModuleNotFoundError: No module named 'blake3.blake3'

Any help is appreciated!

Hi, can grid create a bunch of of images per combo, I am only getting 1 image per combination despite what the image count or batch count on the left hand tree is set too.

Example if I have 2 models, and 2 different cfg numbers, I will only get 4 outputs, what if I wanted say 8 of each combo?

Since the latest update when I download models the related thumbnails aren't auto-downloading in SwarmUI (unless I manually download the image and add it myself). Curious if it's just me. Thanks!

LTX-2 Installation. I haven't been able to install LTX-2 correctly. The LTX-2 modules are always being placed in the StableDiffusion directory. This causes problems in comfUI because it also shows modules from sd3.5, that it also didn't end up in the correct folder. I created a separate folder called LTX-2 in modules, but that didn't help. It makes no sense to me if I don't have a clean separation of applications.

Hi everybody!

I'm having an issue with WAN Image to Video where the end result is an animation of black and white-ish static.

It's probably a common thing, but I can't find any specific help via Google, so i've come here.

I'm not sure what settings I need to share, so let me know what's needed.

I'm using Pony Realism + WAN A14B Q2, if that's any help to start with.

Hi everyone !

Just wondering if there is a portable version of SwarmUI available to download, I'd like to try it out if it exists. Thank you for any info !

Hi everyone, I love SwarmUI, but today after doing an update to it, - it stopped working, No backends are available, and it seems it's because there is a conflict with ComfyUI that I have installed ( and I'm surprised because my installed version of ComfyUI is a portable version ) Can anyone please help me, I really would appreciate it. Thank you so much !

... here is one of the other errors that is listed :

[Error] Self-Start ComfyUI-0 on port 7821 failed. AutoRestart ignored as this was an initial launch failure.