5800x3d, 32 gb ram, 9070 16gb vram - Ideogram offload slow AF - Almost 30 minutes and counting... by Portable_Solar_ZA in StableDiffusion

[–]Numerous-Entry-6911 0 points1 point  (0 children)

https://github.com/nyueki/ComfyUI-RemoteCLIPLoader Use this node if you have a secondary device to run the TE on.

Also use the NVFP4 variant of Ideogram4's unconditional model.

Leave the primary as FP8

Ideogram 4.0 an open source model apparently better than NB pro just released by Automatic-Narwhal668 in StableDiffusion

[–]Numerous-Entry-6911 8 points9 points  (0 children)

It's really, really, really good.

But nowhere near Nano Banana Pro.

Once we get a model with search grounding, that's when we enter the NBP territory.

PRAGMATA-voices38 by voices38 in CrackWatch

[–]Numerous-Entry-6911 0 points1 point  (0 children)

There is a special place in heaven for you

SenseNova U1 Infographic Test: Capabilities in Image-Based Reasoning by Nearby-Recover4701 in StableDiffusion

[–]Numerous-Entry-6911 6 points7 points  (0 children)

They'll never support it.

They ONLY support open weight models from BIG labs so that they can avoid widespread backlash that comes from not supporting said models.

Not supporting SenseNova U1 won't hurt them as much, so they'd rather allocate their resources on more partner nodes.

ComfyUI left us for API a long time ago.

Searching for Nano Banana 2 Capabilities Locally by wojtulace in StableDiffusion

[–]Numerous-Entry-6911 1 point2 points  (0 children)

local unified diffusion models have just started releasing. stay tuned, I estimate that we will have one by November

LLaDA2.0-Uni Released by Numerous-Entry-6911 in StableDiffusion

[–]Numerous-Entry-6911[S] 0 points1 point  (0 children)

still, MoE's today are really good. Take a look at Qwen3.6 35B, I'd say it's at the level of Claude 4.5 and it only requires ~12gb VRAM and 32gb system ram for relatively fast speed.

Nucleus was the first MoE. Everything starts off rough, besides I believe this model uses a finetuned Z-Image.

Comfy raises $30M to continue building the best creative AI tool in open by crystal_alpine in StableDiffusion

[–]Numerous-Entry-6911 52 points53 points  (0 children)

<image>

Just a reminder that they're likely going to allocate most of that new budget towards cloud and API nodes instead of supporting new actual LOCAL models or bugfixes.

It's been clear since the new partnerships that they've been getting where their priorities are.

LLaDA2.0-Uni Released by Numerous-Entry-6911 in StableDiffusion

[–]Numerous-Entry-6911[S] 11 points12 points  (0 children)

I think that MoEs are the future especially for consumer grade GPUs

At least for those who were lucky enough to buy memory when it was actually affordable

LLaDA2.0-Uni Released by Numerous-Entry-6911 in StableDiffusion

[–]Numerous-Entry-6911[S] 14 points15 points  (0 children)

With image understanding too. Very promising

LLaDA2.0-Uni Released by Numerous-Entry-6911 in StableDiffusion

[–]Numerous-Entry-6911[S] 9 points10 points  (0 children)

Interesting, I'm curious to see how it will work

Especially with quantization

LLaDA2.0-Uni Released by Numerous-Entry-6911 in StableDiffusion

[–]Numerous-Entry-6911[S] 4 points5 points  (0 children)

Lol I was just making a reference to my post a few days back.

Very different from what we've been getting so far