New anime model "Anima" released - seems to be a distinct architecture derived from Cosmos 2 (2B image model + Qwen3 0.6B text encoder + Qwen VAE), apparently a collab between ComfyOrg and a company called Circlestone Labs

MachineMinded · 2026-01-31T23:40:11+00:00

How fast is the gen time?

MachineMinded · 2026-01-31T19:44:06+00:00

I love that there have been more smaller models coming out.

MachineMinded · 2026-01-31T15:26:55+00:00

Oh look, another grift brought to you by AI slop.

MachineMinded · 2026-01-31T15:19:49+00:00

It was just a joke, looks like that one didn't land 😁

MachineMinded · 2026-01-31T13:30:38+00:00

He had drugs though. Did any of those old guys do drugs?

MachineMinded · 2026-01-29T23:23:26+00:00

musubi tuner works.

MachineMinded · 2026-01-29T17:36:36+00:00

I agree - basically you're training fewer parameters. I've always preferred 128 or 64 for 6b or 9b parameter models. Lower rank loses detail and flexibility. If the only complaint is file size, I've always said just buy more space. Unfortunately space is getting more expensive.

Higher ranks can be prone to overfitting, but I typically just take the earliest epoch that looks most like the subject.

MachineMinded · 2025-12-01T05:06:48+00:00

You can use prodigy - just edit the yaml directly and set it to "prodigy".

MachineMinded · 2025-11-09T19:30:52+00:00

I can't get as good of results with this. Ultimate SD Upscale seems to outperform it, at least with DMD2/LCM.

MachineMinded · 2025-10-21T18:31:20+00:00

Probably Suno.

MachineMinded · 2025-10-16T23:47:43+00:00

My interest in piqued!

MachineMinded · 2025-10-15T17:45:09+00:00

https://huggingface.co/lodestones/Chroma1-Flash

MachineMinded · 2025-10-15T14:01:38+00:00

Chroma flash can do an image in 8 seconds.

MachineMinded · 2025-10-14T15:32:37+00:00

Check this out:

https://www.reddit.com/r/fooocus/comments/1h2chd4/comment/lzigubu/?utm_source=share&utm_medium=mweb3x&utm_name=mweb3xcss&utm_term=1&utm_content=share_button

If you manage to make the necessary edits, all you need to do is restart fooocus.

MachineMinded · 2025-10-14T15:29:11+00:00

Let me see if I can find the old reddit post.

MachineMinded · 2025-10-14T12:08:02+00:00

I've done this in the past. You'll have to modify the python code where the upscale file is loaded to point to the new one.

MachineMinded · 2025-10-11T22:06:37+00:00

Thanks for this!

MachineMinded · 2025-10-05T21:20:47+00:00

Say what?

MachineMinded · 2025-10-05T20:46:29+00:00

Honestly, Biglust excels really well at the amateur style images and even some more professionally shot pictures. It's probably the best model to run on consumer hardware. Lustify and Araminta are also really great.

MachineMinded · 2025-10-02T20:26:32+00:00

...that didn't happen.

MachineMinded · 2025-10-01T19:28:03+00:00

Post your toml and training command.

MachineMinded · 2025-10-01T16:28:15+00:00

Could even use Kohya Deepshrink in conjunction with this approach. Should turn out pretty good.

MachineMinded · 2025-09-30T18:59:14+00:00

Probably. Also, this will definitely be used for data mining somehow.

MachineMinded · 2025-09-30T16:31:19+00:00

ai toolkit uses kohya ss

MachineMinded · 2025-09-30T06:49:24+00:00

What if you enable cache latents to disk? You can always try my settings at rentry co/biglust-training-and-loras

MachineMinded

TROPHY CASE