stable-diffusion-webui icon indicating copy to clipboard operation
stable-diffusion-webui copied to clipboard

Published 20 hours ago • verified publisher icon AUTOMATIC1111

[Feature request] Dreambooth deepspeed

Open 2x-y opened this issue 2 years ago • 5 comments

According to this reddit post, Dreambooth deepspeed appears to reduce VRAM usage to a level that many more users will be able to use.

Would it be feasible to incorporate it into the UI?

2x-y avatar Oct 05 '22 16:10 2x-y

Yeah that would be awesome ! textual inversion can run under 6gb too

alexfredo avatar Oct 05 '22 20:10 alexfredo

How would this work if we do not have the diffusers SD?

ClashSAN avatar Oct 07 '22 21:10 ClashSAN

Yeah that would be awesome ! textual inversion can run under 6gb too

Any way of showing a discussion bout this????

EKAPPPAEKAPPA avatar Oct 30 '22 12:10 EKAPPPAEKAPPA

Potentially Related:

  • https://github.com/AUTOMATIC1111/stable-diffusion-webui/issues/914
  • https://github.com/AUTOMATIC1111/stable-diffusion-webui/issues/1429
  • https://github.com/AUTOMATIC1111/stable-diffusion-webui/issues/3586
  • https://github.com/AUTOMATIC1111/stable-diffusion-webui/discussions/1741
  • https://github.com/AUTOMATIC1111/stable-diffusion-webui/pull/2002
    • https://github.com/AUTOMATIC1111/stable-diffusion-webui/pull/2002#issuecomment-1296308600

      • Closing, opening new PR to squash commits and make it clean.

  • https://github.com/AUTOMATIC1111/stable-diffusion-webui/pull/3995
    • https://github.com/AUTOMATIC1111/stable-diffusion-webui/pull/3995#issuecomment-1296308730

      • Please give this a look and merge.

0xdevalias avatar Nov 01 '22 03:11 0xdevalias

Dreambooth is available as an extension now, see below:

Closing this, as I've now started a repo with a standalone extension based on ShivShiram's repo here:

https://github.com/d8ahazard/sd_dreambooth_extension

Please feel free to test and yell at me there. I've added requirements installer, multiple concept training via JSON, and moved some bit about.

UI still needs fixing, some stuff broken there, but it should be able to train a model for now.

Originally posted by @d8ahazard in https://github.com/AUTOMATIC1111/stable-diffusion-webui/issues/3995#issuecomment-1304922541

0xdevalias avatar Nov 09 '22 06:11 0xdevalias

https://github.com/d8ahazard/sd_dreambooth_extension models and training are supported via the extension, so i'm closing multiple DB issues, as no related changes could happen in this repo. Looks like minimal requirement is 10GB after all. Plus, it supports LORA now, which supposedly should work on 8GB.

mezotaken avatar Jan 12 '23 22:01 mezotaken