26 Frontends for Comfy!
https://redd.it/1qyrw4z
@rStableDiffusion

Exploring how prompt templates improve AI chatbot prompts for Stable Diffusion workflows

I’ve been experimenting with different AI chatbot prompt structures to help generate better Stable Diffusion input text.
Some templates help refine ideas before translating them to text-to-image prompts.
Others guide consistency and style when working with multiple models or versions.
I’m curious how others in this subreddit think about pre-prompt strategy for image generation.
What techniques do you use to make prompt design more reliable and creative?

https://redd.it/1qz6ku4
@rStableDiffusion

Update Comfy for Anima - potential inference speed up

Just updated my Comfy portable, because why not. And for some reason, I have a massive speed up for Anima (using an FP8 version). On my 2080, it got around 70% faster. No idea, what the update was and if it's only relevant for people on older hardware, but thought I'd share the happy news. If anyone knows what caused this, I'd be interested to know what they did!

https://redd.it/1qz6c0q
@rStableDiffusion

Simple, Effective and Fast Z-Image Headswap for characters V1

https://redd.it/1qz9lzb
@rStableDiffusion

I tested 11 AI image detectors on 1000+ images including SD 3.5. Here are the results.

Just finished largest test yet: **10 AI image detectors** tested on 1000+ images, 10000 checks in total.

# Key findings for Stable Diffusion users:

**The detectors that catch SD images best:**

|Detector|Overall Accuracy|False Positive Rate|
|:-|:-|:-|
|TruthScan|94.75%|0.80%|
|SightEngine|91.34%|1.20%|
|Was It AI|84.95%|7.97%|
|MyDetector|83.85%|5.50%|

**The detectors that struggle:**

|Detector|Overall Accuracy|Notes|
|:-|:-|:-|
|HF AI-image-detector|16.22%|Misses 75% of AI images|
|HF SDXL-detector|60.53%|Despite being trained for SDXL|
|Decopy|65.42%|Misses over 1/3 of AI content|

# The False Positive Problem

This is where it gets interesting for photographers and mixed-media artists:

* **Winston AI** flags **23.24%** of real photos as AI — nearly 1 in 4
* **AI or Not** flags **21.54%** — over 1 in 5
* **TruthScan** only flags **0.80%** — best in class

If you're using SD for art and worried about detection, know that:

1. The top detectors (TruthScan, SightEngine) will likely catch modern SD outputs
2. Some platforms use less accurate detectors — your mileage may vary
3. HuggingFace open-source detectors perform significantly worse than commercial ones

Test your own images: [https://aidetectarena.com/check](https://aidetectarena.com/check) — runs all available detectors simultaneously

https://redd.it/1qz9qu4
@rStableDiffusion

How to make Anime AI Gifs/Videos using Stable Diffusion/ComyUI?

Hello is there anyone here who knows how to make Anime AI gifs using either Web Forge UI/ ComfyUI In Stable Diffusion and would be willing to sit down and go step by step with me? Because literally every guide I have tried doesnt work and always gives a shit ton of errors. I would really appreciate it. I just do not know what to do anymore and I just know I need help.

https://redd.it/1qzfpz2
@rStableDiffusion

ltx-2 I2V this one took me a few days to make properly, kept trying T2V and model kept adding phantom 3rd person on the bike, missing limbs, fused bodies with bike and it was hilarious, i2v fixed it, Heart Mula was used for the song klein9b for image.

https://redd.it/1qzffop
@rStableDiffusion

Got tired of waiting for Qwen 2512 ControlNet support, so I made it myself! feedback needed.

After waiting forever for native support, I decided to just build it myself.

Good news for Qwen 2512 fans: The Qwen-Image-2512-Fun-Controlnet-Union model now works with the default ControlNet nodes in ComfyUI.

No extra nodes. No custom nodes. Just load it and go.

I've submitted a PR to the main ComfyUI repo: https://github.com/Comfy-Org/ComfyUI/pull/12359

Those who love Qwen 2512 can now have a lot more creative freedom. Enjoy!

https://redd.it/1qzht5h
@rStableDiffusion