Can you run Dreambooth with 12 GB?
Can you run Dreambooth with 12 GB?
![Digital [Starburst]](https://cdn.discordapp.com/avatars/220961909447458817/8ecbbb3132fc6e44312f3d6d2ae3df69.webp?size=40)
DTruthfully I didn't even know you could buy a 4060ti with 16 GB.
DThank you for answering my question about the driver.
DOne must not mess with SD settings when one does not know what one is doing.
DHmm...then Huggingface says, "Yes, it is possible to train DreamBooth on a 16 GB GPU using techniques like 8-bit Adam, fp16 training or gradient accumulation 1. However, fine-tuning the text encoder requires more memory, so a GPU with at least 24 GB of RAM is ideal.
DSo that would be a no. I cannot run Dreambooth with 12 GB of VRAM, or at least I can't expect anything better than pathetic performance.
DSide point: For SDXL 1.0, the requirements are steeper. To support high-res 4K image generation, SDXL 1.0 requires GPUs with at least 12 GB of VRAM and a Windows machine.
![Digital [Starburst]](https://cdn.discordapp.com/avatars/220961909447458817/8ecbbb3132fc6e44312f3d6d2ae3df69.webp?size=16)
Fyes you can run but only SD 1.5
Fwe are doing full SDXL DreamBooth with 15 GB VRAM on Kaggle
DOkay
PCan Stable Diffusion WebUI use a feature similar to kohya_ss's 'Print training command'?
Ffor what purpose?
PBecause I am creating a batch shell script for stable diffusion.
PI want to check the command for Stable Diffusion WebUI for my images and apply it to a shell script for automation.
Fi see . you can probably make but i don't know how to
RHi @Dr. Furkan Gözükara is resize_images_v4 and cropper v7 still the most up to date scripts?
Rthe video is 5 months old
Fthey are very up to date
Flatest video here
FYouTubeSECourses
One of the most important aspect of Stable Diffusion training is the preparation of training images. In this tutorial video I will show you how to fully automatically preprocess training images with perfect zoom, crop and resize. These scripts will hugely improve your training success and accuracy.
Scripts Download Link
https://www.patreon...
Scripts Download Link
https://www.patreon...
Factually let me update 1 more time
Fupdated to latest https://www.patreon.com/posts/88391247
F@rafraf
RAh yea I was following an older video on Patreon
RBtw @Dr. Furkan Gözükara do you know a windows software called One Commander? It’s an augmented file explorer
Fsadly i dont know
Falso please redownload 25_Nov_2023_resizer.zip
For edit bat file and set cuda visible devices manually
7hi guys! is animal lora training is the same as for humans? and what about regulation images?
I want to perpetuate the memory of my sick animal
I want to perpetuate the memory of my sick animal
RIn the video you show these aspect ratios on white screen, but the official stable diffusion aspect ratios are shown in dark screen. I thought one needed not only to train in their aspect ratio but also their resolution?? @Dr. Furkan Gözükara
R1024 by 1280 is not in their list
RDoes it mean, you consider only the aspect ratio important, not the resolution?
AWhen having adetailer on, how can I make it so its only bringing detail of my guy and not everyone in a crowd photo
Dkaggle error :
File "/opt/conda/lib/python3.10/site-packages/accelerate/commands/accelerate_cli.py", line 47, in main
args.func(args)
File "/opt/conda/lib/python3.10/site-packages/accelerate/commands/launch.py", line 977, in launch_command
multi_gpu_launcher(args)
File "/opt/conda/lib/python3.10/site-packages/accelerate/commands/launch.py", line 646, in multi_gpu_launcher
distrib_run.run(args)
File "/opt/conda/lib/python3.10/site-packages/torch/distributed/run.py", line 785, in run
elastic_launch(
File "/opt/conda/lib/python3.10/site-packages/torch/distributed/launcher/api.py", line 134, in call
return launch_agent(self._config, self._entrypoint, list(args))
File "/opt/conda/lib/python3.10/site-packages/torch/distributed/launcher/api.py", line 250, in launch_agent
raise ChildFailedError(
torch.distributed.elastic.multiprocessing.errors.ChildFailedError:
=====================================================
./sdxl_train.py FAILED
-----------------------------------------------------
Failures:
<NO_OTHER_FAILURES>
-----------------------------------------------------
Root Cause (first observed failure):
[0]:
time : 2023-11-25_17:18:32
host : 5d9e43f0dfc2
rank : 1 (local_rank: 1)
exitcode : -6 (pid: 1262)
error_file: <N/A>
traceback : Signal 6 (SIGABRT) received by PID 1262
File "/opt/conda/lib/python3.10/site-packages/accelerate/commands/accelerate_cli.py", line 47, in main
args.func(args)
File "/opt/conda/lib/python3.10/site-packages/accelerate/commands/launch.py", line 977, in launch_command
multi_gpu_launcher(args)
File "/opt/conda/lib/python3.10/site-packages/accelerate/commands/launch.py", line 646, in multi_gpu_launcher
distrib_run.run(args)
File "/opt/conda/lib/python3.10/site-packages/torch/distributed/run.py", line 785, in run
elastic_launch(
File "/opt/conda/lib/python3.10/site-packages/torch/distributed/launcher/api.py", line 134, in call
return launch_agent(self._config, self._entrypoint, list(args))
File "/opt/conda/lib/python3.10/site-packages/torch/distributed/launcher/api.py", line 250, in launch_agent
raise ChildFailedError(
torch.distributed.elastic.multiprocessing.errors.ChildFailedError:
=====================================================
./sdxl_train.py FAILED
-----------------------------------------------------
Failures:
<NO_OTHER_FAILURES>
-----------------------------------------------------
Root Cause (first observed failure):
[0]:
time : 2023-11-25_17:18:32
host : 5d9e43f0dfc2
rank : 1 (local_rank: 1)
exitcode : -6 (pid: 1262)
error_file: <N/A>
traceback : Signal 6 (SIGABRT) received by PID 1262
AI am getting the same thing using the patreon v12 file:
[E ProcessGroupNCCL.cpp:460] To avoid data inconsistency, we are taking the entire process down.
terminate called after throwing an instance of 'std::runtime_error'
what(): [Rank 1] Watchdog caught collective operation timeout: WorkNCCL(SeqNum=3, OpType=ALLREDUCE, Timeout(ms)=1800000) ran for 1804412 milliseconds before timing out.
93%|████████████████████████████████████▎ | 1503/1616 [30:08<02:16, 1.21s/it]Traceback (most recent call last):
File "/opt/conda/bin/accelerate", line 8, in <module>
sys.exit(main())
File "/opt/conda/lib/python3.10/site-packages/accelerate/commands/accelerate_cli.py", line 47, in main
args.func(args)
File "/opt/conda/lib/python3.10/site-packages/accelerate/commands/launch.py", line 977, in launch_command
multi_gpu_launcher(args)
File "/opt/conda/lib/python3.10/site-packages/accelerate/commands/launch.py", line 646, in multi_gpu_launcher
distrib_run.run(args)
File "/opt/conda/lib/python3.10/site-packages/torch/distributed/run.py", line 785, in run
elastic_launch(
File "/opt/conda/lib/python3.10/site-packages/torch/distributed/launcher/api.py", line 134, in call
return launch_agent(self._config, self._entrypoint, list(args))
File "/opt/conda/lib/python3.10/site-packages/torch/distributed/launcher/api.py", line 250, in launch_agent
raise ChildFailedError(
torch.distributed.elastic.multiprocessing.errors.ChildFailedError:
=====================================================
./sdxl_train.py FAILED
-----------------------------------------------------
Failures:
<NO_OTHER_FAILURES>
-----------------------------------------------------
Root Cause (first observed failure):
[0]:
time : 2023-11-25_18:01:51
host : 10ed691951a5
rank : 1 (local_rank: 1)
exitcode : -6 (pid: 1077)
error_file: <N/A>
traceback : Signal 6 (SIGABRT) received by PID 1077
=====================================================
[E ProcessGroupNCCL.cpp:460] To avoid data inconsistency, we are taking the entire process down.
terminate called after throwing an instance of 'std::runtime_error'
what(): [Rank 1] Watchdog caught collective operation timeout: WorkNCCL(SeqNum=3, OpType=ALLREDUCE, Timeout(ms)=1800000) ran for 1804412 milliseconds before timing out.
93%|████████████████████████████████████▎ | 1503/1616 [30:08<02:16, 1.21s/it]Traceback (most recent call last):
File "/opt/conda/bin/accelerate", line 8, in <module>
sys.exit(main())
File "/opt/conda/lib/python3.10/site-packages/accelerate/commands/accelerate_cli.py", line 47, in main
args.func(args)
File "/opt/conda/lib/python3.10/site-packages/accelerate/commands/launch.py", line 977, in launch_command
multi_gpu_launcher(args)
File "/opt/conda/lib/python3.10/site-packages/accelerate/commands/launch.py", line 646, in multi_gpu_launcher
distrib_run.run(args)
File "/opt/conda/lib/python3.10/site-packages/torch/distributed/run.py", line 785, in run
elastic_launch(
File "/opt/conda/lib/python3.10/site-packages/torch/distributed/launcher/api.py", line 134, in call
return launch_agent(self._config, self._entrypoint, list(args))
File "/opt/conda/lib/python3.10/site-packages/torch/distributed/launcher/api.py", line 250, in launch_agent
raise ChildFailedError(
torch.distributed.elastic.multiprocessing.errors.ChildFailedError:
=====================================================
./sdxl_train.py FAILED
-----------------------------------------------------
Failures:
<NO_OTHER_FAILURES>
-----------------------------------------------------
Root Cause (first observed failure):
[0]:
time : 2023-11-25_18:01:51
host : 10ed691951a5
rank : 1 (local_rank: 1)
exitcode : -6 (pid: 1077)
error_file: <N/A>
traceback : Signal 6 (SIGABRT) received by PID 1077
=====================================================
T
Tanyone encountering the same error nd has a fix?
Fsame but i dont have reg images
Fofficial res is better
Fi prepared those as well
Fman dataset already on patreon
Fbut i am preparing woman too
Ftoday i will upload
F
Fin last video i have shown this
Fwatch a detaler part
Fwhat is your resolutio0n
Fthis is install error
Ftry to reinstall
Fpython 3.10.11 use it