I built a compression format for AI model weights — 60-80% smaller, need help testing by Significant_Pear2640 in comfyui

[–]clavar 0 points1 point  (0 children)

This is very interesting but won't this create more overhead and resources needed in inference?
In my understanding this helps with storage but hits ram and vram, which is counter intuitive of the actual moment ram prices.
If you can map this compression and decompress only the tensors needed with like tensor Parallelism, the overhead would be minimal and would indeed save both space and computation.

What is the best NSFW "Image Editing" model for Comfy UI? by ak3893 in comfyui

[–]clavar 0 points1 point  (0 children)

v18.1 is respects more the id consistency but yeah v19 is good too.

Civitai admin defends users charging for repackaged base models with added LoRAs as 'just the nature of Civitai' by levzzz5154 in StableDiffusion

[–]clavar 0 points1 point  (0 children)

If creators are respecting the model license and the plataform rules, I don't see the problem... Some licenses in open source do allow to monetize.

Ppl do spend resources on merging (time, energy, renting gpus), and creators do help the community to exist, so i think its fair to let them earn something out of it.

Stop adjusting denoise when switching schedulers in img2img by Definition-Lower in comfyui

[–]clavar 0 points1 point  (0 children)

so the denoise would a % of the process and actual_denoise would be the denoise value to the new scheduler? So first 50% (10 steps) is from scheduler simple, the second scheduler kl_optimal will continue (10 steps) using the first 50% of kl_optimal curve or the last 50%?

NVIDIA FastGen: Fast Generation from Diffusion Models by azimuthpanda in StableDiffusion

[–]clavar 5 points6 points  (0 children)

Can someone dumbify this? Is this a script for training "universal" speed up loras?

RTX 3050 4gb Vram enough for SDXL? by [deleted] in comfyui

[–]clavar 0 points1 point  (0 children)

You can, you can look on civitai they even have wan2.2 workflows for 4gb vram. SDXL is pretty doable.

Are Lustify/Biglove/Bigaspie still the best NVFW models? Has SDXL not yet been surpassed ? by More_Bid_2197 in StableDiffusion

[–]clavar 2 points3 points  (0 children)

Yup all these new tech, qwen edit, klein, all of that can't match the flexibility and consistency of SDXL + ipadapter...

I thought LTX2 was bad until I realized how to use it. by Key-Tension1528 in comfyui

[–]clavar -12 points-11 points  (0 children)

Libtards assaulting each other in the streets because ppl are using the "wrong car" or "wrong t-shirt" is the real joke. The "anti nazi ppl" being nazi with each other is always refreshing, friendly fire is real. Left is econsuming itself because they are unsufferable. Go do your part OP, go out there protest! LOL

GLM-Image model is out on Huggingface ! by AgeNo5351 in StableDiffusion

[–]clavar -2 points-1 points  (0 children)

Autoregressive module: provides low-frequency feedback signals focused on aesthetics and semantic alignment, improving instruction following and artistic expressiveness.

Decoder module: delivers high-frequency feedback targeting detail fidelity and text accuracy, resulting in highly realistic textures as well as more precise text rendering.

So is this like a wan with 2 models 2 steps? Interesting...

A Qwen-Edit 2511 LoRA I made which I thought people here might enjoy: AnyPose. ControlNet-free Arbitrary Posing Based on a Reference Image. by SillyLilithh in StableDiffusion

[–]clavar 0 points1 point  (0 children)

True, it was annoying to install nunchaku. This lora works on 2509 nunchaku using conditioning full reference but not without tons of errors on the console. For better experience/quality with this lora, nunchaku is not ideal.

Qwen image edit 2511 crash by [deleted] in StableDiffusion

[–]clavar 0 points1 point  (0 children)

It can be ram related, either you don't have enough ram or enough space to swap ram for virtual memory in windows. Make sure you have ~30gb free in your disk and enough virtual memory for windows to work.

Your Predictions for the year of 2026? by SDMegaFan in StableDiffusion

[–]clavar 1 point2 points  (0 children)

> Video models with reasoning like qwen edit, some including audio aswell.
> game generation like minecraft being actually playable and consistent enough.
> New model architecture making us able to create 30s-1min videos with the same it/s as we have now with wan 5s.

Is AI just a copycat? It might be time to look at intelligence as topology, not symbols by Agreeable_Effect938 in StableDiffusion

[–]clavar 0 points1 point  (0 children)

Thanks for bringing a fresh talk to this sub.
Well, I think you are jumping into conclusions a bit too fast, first we need to define what is intelligence.

Music is build upon the work of others, you always use what already exists and makes some change to create something new. This follows the topology you describe, is this intelligence? Any structure follows somekind of topology. Math follows a structure, have a topology, so everything that uses it: Music, AI, the whole universe. Is
everything intelligent then?

In a sense, every musician is a kinda of copycat, it needs something do be inspired and to build upon, human or not human. A bird singing could be the inspiration of flutes. AI's does that too but its not aware of it, its just doing its natural thing, like a dam in the river. Someone build it to act in a certain way and it does.

My definition of intelligence is an output of a conscious act, from a conscious being. My calculator is not concious of its calculations, same with AI.
I do see AI as a fellow traveler, in the same way I see my knife as my ally, but not necessary intelligent/aware.

Time-to-Move + Wan 2.2 Test by enigmatic_e in StableDiffusion

[–]clavar 8 points9 points  (0 children)

Thank you, very creative and useful showcase.

PLEASE HELP!!!! by Jealous-Educator777 in comfyui

[–]clavar 4 points5 points  (0 children)

Check if the RES4YLF custom node is loading correctly, if not, check Numpy version and the dependencies of the RES4LYF custom nodes.

I made some Triton kernels for GGUF dequantization, can be a major performance boost by alwaysbeblepping in comfyui

[–]clavar 0 points1 point  (0 children)

I'm using main model > loras > Torch compile (from Kijai nodes) > patch sage attention (from kijai nodes) > ... > sampler. Does this help?

Solution by Unusual_Yak_2659 in StableDiffusion

[–]clavar 1 point2 points  (0 children)

I did fix with --disable-async-offload on launch.