Why cant we use 2 GPU's the same way RAM offloading works?

I am in the process of building a PC and was going through the sub to understand about RAM offloading. Then I wondered, if we are using RAM offloading, why is it that we can't used GPU offloading or something like that?

I see everyone saying 2 GPU's at same time is only useful in generating two separate images at same time, but I am also seeing comments about RAM offloading to help load large models. Why would one help in sharing and other won't?

I might be completely oblivious to some point and I would like to learn more on this.

https://redd.it/1l6j4y9
@rStableDiffusion

Check this Flux model.

That's it — this is the original:
https://civitai.com/models/1486143/flluxdfp16-10steps00001?modelVersionId=1681047

And this is the one I use with my humble GTX 1070:
https://huggingface.co/ElGeeko/flluxdfp16-10steps-UNET/tree/main

Thanks to the person who made this version and posted it in the comments!

This model halved my render time — from 8 minutes at 832×1216 to 3:40, and from 5 minutes at 640×960 to 2:20.

This post is mostly a thank-you to the person who made this model, since with my card, Flux was taking way too long.

https://redd.it/1l6l4t4
@rStableDiffusion

Good formula for training steps while training a style LORA?

I've been using a fairly common Google Collab for doing LORA training and it recommends, "...images multiplied by their repeats is around 100, or 1 repeat with more than 100 images."

Does anyone have a strong objection to that formula or can recommend a better formula for style?

In the past, I was just doing token training, so I only had up to 10 images per set so the formula made sense and didn't seem to cause any issues.

If it matters, I normally train in 10 epochs at a time just for time and resource constraints.

Learning rate: 3e-4

Text encoder: 6e-5

I just use the defaults provided by the model.

https://redd.it/1l6m1oa
@rStableDiffusion

inference.sh getting closer to alpha launch. gemma, granite, qwen2, qwen3, deepseek, flux, hidream, cogview, diffrythm, audio-x, magi, ltx-video, wan all in one flow!
https://redd.it/1l6q4mm
@rStableDiffusion

I accidentally discovered 3 gigabytes of images in the "input" folder of comfyui. I had no idea this folder existed. I discovered it because there was an image with such a long name that it prevented my comfyui from updating.

many input images were saved. some related to ipadapter. others were inpainting masks

I don't know if there is a way to prevent this

https://redd.it/1l6p6rb
@rStableDiffusion

Any step-by-step tutorial for video in SD.Next? cannot get it to work..

I managed to create videos in SwarmUI, but not with SD.Next. Something is missing and I have no idea what it is. I am using RTX3060 12GB on linux docker. Thanks.

https://redd.it/1l6tfjx
@rStableDiffusion

Best way to animate emojis?

I tried Framepack, but the results were pretty meh. Does anyone know a good method to animate emojis?

https://redd.it/1l70x3s
@rStableDiffusion

Best way to animate an image to a short video using AMD gpu ?
https://redd.it/1l6zoxo
@rStableDiffusion

How to prevent style bleed on LoRA?

I want to train a simple LoRA for Illustrious XL to generate characters with four arms because I've tried some similar LoRAs and at high weight they all have style bleed on the generated images.

Is this a Dataset issue? Should I use different style images when training or what?

https://redd.it/1l72oei
@rStableDiffusion

BAGEL in ComfyUI | All-in-One AI for Image Generation, Editing & Reasoning
https://youtu.be/QRwecGQTev0

https://redd.it/1l7535b
@rStableDiffusion

What is the best solution for generating images that feature multiple characters interacting with significant overlaps, while preserving the distinct details of each character?

Does this still require extensive manual masking and inpainting, or is there now a more straightforward solution?

Personally, I use SDXL with Krita and ComfyUI, which significantly speeds up the process, but it still demands considerable human effort and time. I experimented with some custom nodes, such as the regional prompter, but they ultimately require extensive manual editing to create scenes with lots of overlapping and separate LoRAs. In my opinion, Krita's AI painting plugin is the most user-friendly solution for crafting sophisticated scenes, provided you have a tablet and can manage numerous layers.

OK, it seems I have answered my own question, but I am asking this because I have noticed some Patreon accounts generating hundreds of images per day featuring multiple characters doing complex interactions, which appears impossible to achieve through human editing alone. I am curious if there are any advanced tools(commercial models or not) or methods that I may have overlooked.

https://redd.it/1l75afz
@rStableDiffusion

A Time Traveler's VLOG | Google VEO 3 + Downloadable Assets

https://redd.it/1l788rq
@rStableDiffusion

About 5060ti and stabble difussion

Am i safe buying it to generate stuff using forge ui and flux? I remember when they came out reading something about ppl not being able to use that card because of some cuda stuff, i am kinda new into this and since i cant find stuff like benchmarks on youtube is making me doubt about buying it. Thx if anyone is willing to help and srry about the broken english.

https://redd.it/1l7a9k3
@rStableDiffusion

How to make similar visual?

https://redd.it/1l7bw5n
@rStableDiffusion

HeyGem Lipsync Avatar Demos & Guide!
https://youtu.be/Lefc84zlroA

https://redd.it/1l75bso
@rStableDiffusion

Framepack Studio: Exclusive First Look at the New Update (6/10/25) + Behind-the-Scenes with the Dev
https://youtu.be/hUvZ9VR-9_8

https://redd.it/1l7eug0
@rStableDiffusion

5070 ti vs 4070 ti super. Only $80 difference. But I am seeing a lot of backlash for the 5070 ti, should I getvthe 4070 ti super for $cheaper

Saw some posts regarding performance and PCIe compatibility issues with 5070 ti. Anyone here facing issues with image generations? Should I go with 4070 ti s. There is only around 8% performance difference between the two in benchmarks. Any other reasons I should go with 5070 ti.

https://redd.it/1l7eva5
@rStableDiffusion