Dreambooth Stable Diffusion Local training advice for cards with low Vram.

  Рет қаралды 5,814

Archer The Phantom

Archer The Phantom

Жыл бұрын

Recorded this one one go, messy video, might make another late.
#dreambooth
#stablediffusion
#nvidia
#aitraining
#advice
#helpful
#interesting

Пікірлер: 25
@JimPoisonFishingPlanet
@JimPoisonFishingPlanet Жыл бұрын
If you have low GPU RAM available, make sure to add a pipe.enable_attention_slicing() after sending it to cuda for less VRAM usage (to the cost of speed) So the question is, where to enter this code? Straight to promt? I have 4 gigabytes of RAM, which only did not SD 2 version swears that there is not enough memory CUDA
@w2lf
@w2lf Жыл бұрын
After creating the classifiers it runs out of memory.
@thevaldis1167
@thevaldis1167 Жыл бұрын
Does it work with GTX 1050 Ti (4gb VRAM)? I tried earlier and I got error "CUDA Run Out Of Memory" right before finalizing training
@miguelarce6489
@miguelarce6489 Жыл бұрын
What vram you used here?
@victorproff3481
@victorproff3481 Жыл бұрын
I have RTX3050 , 4Gb VRam, will it work?
@sukhpalsukh3511
@sukhpalsukh3511 Жыл бұрын
I have 3060ti 8gb vram, using kohya_ss ui with same settings xformers , but training gets error , tried Lora training and it's running , but checkpoint training nit working.
@sukhpalsukh3511
@sukhpalsukh3511 Жыл бұрын
Could you make a tutorial on 8gb vram, and newer version of kohya_ss gui with dreambooth, there's one more option in for lowvram , like deepspeed option, but unable to understand that ,
@jorgetinoco8249
@jorgetinoco8249 Жыл бұрын
I have an RTX 3070 (8GB), but even with it I couldn't get past the first step creating the model (Create Model) it says in the webui: "Error", and in the console it says: "IndexError: tuple index out of range ", does anyone know how fix it?.
@archerthephantom6942
@archerthephantom6942 Жыл бұрын
which version of stable diffusion are you running? 1.4, 1.5 or 2? Also which model have you selected to train?
@Hexagon666
@Hexagon666 Жыл бұрын
I got the same GPU and I also got this error. However I only get this when selecting "waifu diffusion v1.3" but "Stable diffusion v1.4", "Waifu Diffusion v1.2" , the default "model.ckpt" etc, worked fine. I noticed that waifu diffusion v1.3 has "opt" in its filename while the others don't. So maybe opt models won't work? But in the end when I want to start training, everything works until the actual training starts. Then I hear some coil whine from my GPU and I get an error message saying: RuntimeError: CUDA out of memory. Tried to allocate 10.00 MiB (GPU 0; 8.00 GiB total capacity; 7.16 GiB already allocated; 0 bytes free; 7.27 GiB reserved in total by PyTorch) If reserved memory is >> allocated memory try setting max_split_size_mb to avoid fragmentation. See documentation for Memory Management and PYTORCH_CUDA_ALLOC_CONF
@jorgetinoco8249
@jorgetinoco8249 Жыл бұрын
@@archerthephantom6942 For both the 1.5 version. Thank you.
@archerthephantom6942
@archerthephantom6942 Жыл бұрын
@@jorgetinoco8249 There are 2 ckpt files for 1.5, one is around 7 gb other is the pruned 4-5 gb one, try using the smaller one if you aren't already. I remember getting the same error but had no idea what I did to fix it, you can try it with xformers if you have not already. ( edit your webui.bat with a notepad and put --xformers to the command arguments). Also one thing I would suggest it using google colab instead of training locally if you can, honestly it is so much nicer and you can train full prevision there.
@archerthephantom6942
@archerthephantom6942 Жыл бұрын
@@Hexagon666 you have to make sure you have --xformers in your webui.bat, xformers selected in advanced and fp16 selected. Also Select 8bitAdams as well
@eliasherreradg5966
@eliasherreradg5966 Жыл бұрын
i have a GPU amd , but it gives me an error when creating the model.
@archerthephantom6942
@archerthephantom6942 Жыл бұрын
I don't think you can use an amd gpu for training. You can try to do it with google colab instead.
@rilijohnmichael
@rilijohnmichael Жыл бұрын
In my memory attention option, I only have "flash_attention" option and there is no xformers option. Running 1.5 AND DREAMBOOTH IS ON LATEST VERSION.
@archerthephantom6942
@archerthephantom6942 Жыл бұрын
Make sure you have xformers installed before launching webui.bat, you can do this by opening webui.bat with a notepad and adding --xformers to the command arguments section. End result should look like this: set COMMANDLINE_ARGS= --xformers
@Igor-rq5mp
@Igor-rq5mp Жыл бұрын
Hey, i did exactly like you and got this error "Please configure some concepts." do you know why?
@archerthephantom6942
@archerthephantom6942 Жыл бұрын
Hey hope you found a sloution already, if not can try to help you out.
@Igor-rq5mp
@Igor-rq5mp Жыл бұрын
@@archerthephantom6942 i didnt :(
@archerthephantom6942
@archerthephantom6942 Жыл бұрын
@@Igor-rq5mp did you get this error when you started the training? Did you fill the concepts tab properly? In this video I basicly fill the concept tab with useless and improper stuff to get to training as soon as possible so hopefully you did fill it properly.
@Igor-rq5mp
@Igor-rq5mp Жыл бұрын
@@archerthephantom6942 yes, when i click "traing" i get this error I did exactly like you did, at least it should have trained, even though it was gibberish in the concepts tab i also did like some others tutorials and got the exact same result, i will try to reinstall the a1111 and see what happens
@katze_ksb
@katze_ksb Жыл бұрын
@@Igor-rq5mp when creating a model don't click save params or load params, because those buttons are bugged. Just klick "train" and react to the dialog window that will pop up.
@mlnima
@mlnima Жыл бұрын
I am thinking to sell my kidny and but A6000 with 48gb :D, no just kidding
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