Software Engineering Courses (SECourses)•3y ago

Thanks a lot for your response. So I guess I will try 200 Epochs and go from there. I guess the same

Thanks a lot for your response. So I guess I will try 200 Epochs and go from there. I guess the same applies to the amount of classification images, or is there a reccomended amout or formula for those?

Zono50•4/25/23, 8:11 PM

i can't even count how many times i've broken automatic1111 already.

Zono50•4/25/23, 8:11 PM

between compatibilty issues, different UI's, upscalers and extras not working right, dreambooth errors

Zono50•4/25/23, 8:12 PM

but because of that, i can setup an auto1111 installation in linux and be traiing a mode in about 10-15 minutes

AAlexP Thanks a lot for your response. So I guess I will try 200 Epochs and go from the...

Furkan Gözükara SECourses•4/25/23, 9:08 PM

well formula depends on your training set so best way is checkpoint testing with x/y/z

Furkan Gözükara SECourses•4/25/23, 10:37 PM

i am doing another experiment

Furkan Gözükara SECourses•4/25/23, 10:38 PM

batch size 8 xformers 0.0.19 dreambooth style training

Furkan Gözükara SECourses•4/25/23, 10:38 PM

batch size makes huge speed increase

Furkan Gözükara SECourses•4/25/23, 10:39 PM

testing batch size 10 lets see if rtx 3090 can handle it

Furkan Gözükara SECourses•4/25/23, 10:41 PM

batch size 10 failed

Furkan Gözükara SECourses•4/25/23, 11:00 PM

batch size 7 , rtx 3090 dreambooth ema xformers lion - didnt cache latents:

Furkan Gözükara SECourses•4/25/23, 11:13 PM

wow cache latents make huge diff - 6 batch size

Furkan Gözükara SECourses•4/25/23, 11:13 PM

i am going to sleep hopefully see you tomorrow

FFurkan Gözükara SECourses ye you need additional networks extension

hopeyan•4/26/23, 3:58 AM

additional networks extension？what is that? A name for a extension ？

hopeyan•4/26/23, 4:58 AM

hopeyan•4/26/23, 4:58 AM

Download first

hopeyan•4/26/23, 4:58 AM

But didn’t work

hopeyan•4/26/23, 5:55 AM

Thanks a lot

hopeyan•4/26/23, 5:55 AM

solved by loading lora from additional networks

FFurkan Gözükara SECourses wow cache latents make huge diff - 6 batch size

DeadMan1999•4/26/23, 8:07 AM

Do you know what batch size is optimal for 3060 12GB? I have successfully trained using 2 Batch on 3060.

xcgcqzn•4/26/23, 8:14 AM

HFValidationError: Repo id must be in the form 'repo_name' or 'namespace/repo_name':

xcgcqzn•4/26/23, 8:15 AM

Anyone got error like this while using the pretrained model on colab?

Ausent315•4/26/23, 8:40 AM

Good morning! I have a question regarding training with Dreambooth. I used the same dataset of 180 pictures of myself and trained using sd_1.5 and Deliberate as the base, with the same parameters. However, for each case, I generated the class dataset (photo of man) with its corresponding model. The results are as follows: when using the model trained with SD1.5, my face doesn't come out very well. When using the model trained with Deliberate, my face still doesn't come out very well. However, when I do the following checkpoint merge, the result is really good: (Primary: Deliberate, Secondary: Custom_SD1.5, Tertiary: SD_1.5, Add Difference, M=0.5).

In other words, I add the difference between my model trained with SD_1.5 and the original 1.5 model to the model I want to use as a base (Deliberate), and this is much better than fine-tuning the Deliberate model with my dataset. Does anyone have any idea why this is happening?

hopeyan•4/26/23, 8:54 AM

D:\SD\stable-diffusion-webui\venv\lib\site-packages\torchvision\transforms\functional_tensor.py:5: UserWarning: The torchvision.transforms.functional_tensor module is deprecated in 0.15 and will be removed in 0.17. Please don't rely on it. You probably just need to use APIs in torchvision.transforms.functional or in torchvision.transforms.v2.functional.

hopeyan•4/26/23, 8:54 AM

what should i do

Hhopeyan solved by loading lora from additional networks

Furkan Gözükara SECourses•4/26/23, 9:03 AM

you are welcome

DDeadMan1999 Do you know what batch size is optimal for 3060 12GB? I have successfully traine...

Furkan Gözükara SECourses•4/26/23, 9:03 AM

2 can be the max

Xxcgcqzn Anyone got error like this while using the pretrained model on colab?

Furkan Gözükara SECourses•4/26/23, 9:03 AM

are you fixing revision? like main

AAusent315 Good morning! I have a question regarding training with Dreambooth. I used the s...

Furkan Gözükara SECourses•4/26/23, 9:03 AM

180 pictures really a lot to teach a person

Furkan Gözükara SECourses•4/26/23, 9:08 AM

hopefully today i will release a new tutorial for kohya ss train

Furkan Gözükara SECourses•4/26/23, 9:08 AM

realistic photos

Hhopeyan D:\SD\stable-diffusion-webui\venv\lib\site-packages\torchvision\transforms\funct...

Furkan Gözükara SECourses•4/26/23, 9:09 AM

you can ignore

hopeyan•4/26/23, 9:09 AM

OK thanks

FFurkan Gözükara SECourses 180 pictures really a lot to teach a person

Ausent315•4/26/23, 10:41 AM

Thanks for the advice. I've reduced the dataset to 70 photos, I will continue to perform more tests while waiting for the new video tutorial

Ausent315•4/26/23, 11:06 AM

By the way, for all my tests I followed your guide 'RunPod Fix For DreamBooth & xFormers - How To Use Automatic1111 Web UI Stable Diffusion on RunPod', however, when the model is being trained, an Out of Memory error occurs when generating the sample. I tried the A4500 (20GB) and the GTX 3090 (24 GB), but the error still persisted (even though the training only used 18.1 GB of VRAM with both cards). In order to train, I had to set the 'Save previews frequency' field to 0.

FFurkan Gözükara SECourses well formula depends on your training set so best way is checkpoint testing with...

AlexPOP•4/26/23, 11:51 AM

I will do that, thanks

YVD•4/26/23, 12:16 PM

Hello, could anybody tell me if classification images need to be square for Dreambooth in automatic 1111?

AAusent315 By the way, for all my tests I followed your guide 'RunPod Fix For DreamBooth & ...

Furkan Gözükara SECourses•4/26/23, 2:02 PM

are you killing previous instance? also there is memory leak so you should restart web ui instance after you get an error

YYVD Hello, could anybody tell me if classification images need to be square for Drea...

Furkan Gözükara SECourses•4/26/23, 2:02 PM

i think they should be same resolution as your target desired resolution

Furkan Gözükara SECourses•4/26/23, 2:02 PM

but probably not needed squared

Furkan Gözükara SECourses•4/26/23, 2:02 PM

it automatically handles them

FFurkan Gözükara SECourses i think they should be same resolution as your target desired resolution

YVD•4/26/23, 2:03 PM

Thank you, I appreciate it!

FFurkan Gözükara SECourses are you killing previous instance? also there is memory leak so you should resta...

Ausent315•4/26/23, 3:11 PM

Yes, I have done both, and the memory error persists

pat._.fenis•4/26/23, 4:44 PM

Any idea how to fix this error that occurs when using LDSR? : URLError: <urlopen error [SSL: CERTIFICATE_VERIFY_FAILED] certificate verify failed: self signed certificate in certificate chain (_ssl.c:997)>

pat._.fenis•4/26/23, 4:57 PM

I tried this and it did nothing https://old.reddit.com/r/StableDiffusion/comments/y48pxt/issues_using_ldsr_upscaling_in_automatic1111s/

r/StableDiffusion - Issues using LDSR upscaling in AUTOMATIC1111's ...

3 votes and 5 comments so far on Reddit

Furkan Gözükara SECourses•4/26/23, 5:17 PM

just finished recording kohya tutorial

Furkan Gözükara SECourses•4/26/23, 5:17 PM

it is 1.5 hours raw lol

AAusent315 Yes, I have done both, and the memory error persists 😔

Furkan Gözükara SECourses•4/26/23, 5:18 PM

if you are our patreon supporter i can connect your computer and help