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Bad training results with multiple subjects

Open bach777 opened this issue 2 years ago • 9 comments

I used 4 different subjects, with unique names, and high quality/cured 30 photos each using the recommended settings, however the results with multiple samplers, cgf scale and steps, do not resemble each other at all and do not preserve the facial features and body dimensions corresponding to the input. It is still better to train individually and with regularization images with the classic method.

I hope we can find a solution.

Keep up the good work, this technology is evolving very fast!

bach777 avatar Oct 26 '22 14:10 bach777

how many total steps ?

TheLastBen avatar Oct 26 '22 14:10 TheLastBen

1500, fp16 disabled.

bach777 avatar Oct 26 '22 14:10 bach777

do 1500x4, that's 6000k steps

TheLastBen avatar Oct 26 '22 14:10 TheLastBen

and keep the fp16 checked

TheLastBen avatar Oct 26 '22 14:10 TheLastBen

I will try another training and let you know what my results were.

bach777 avatar Oct 26 '22 14:10 bach777

you can retrain (continue training) a previously trained model, use the same images as before

TheLastBen avatar Oct 26 '22 14:10 TheLastBen

you can retrain (continue training) a previously trained model, use the same images as before

But can you do this after losing the collab files, using only the gdrive ones? I'm lost trying to find out how to resume from the intermediate checkpoints I have saved in the google drive. Is is possible? Or you should have the collab always open? If you close it, you lose the resume possibility?

Thanks and congratulations for the incredible work @TheLastBen

rodrigoscoelho avatar Oct 30 '22 13:10 rodrigoscoelho

if you have a final model in the sessions folder, you can simply load the session using its name and it will load the previous model without having to run the "model download" cell.

if you want to use an intermediate as the initial model, simply copy its path using the colab explorer and paste it in the "model download" cell "path_to_trained_model", don't forget to check the box "resume training.

TheLastBen avatar Oct 30 '22 13:10 TheLastBen

thanks. Understood.

Em dom., 30 de out. de 2022 às 10:38, Ben @.***> escreveu:

if you have a final model in the sessions folder, you can simply load the session using its name and it will load the previous model without having to run the "model download" cell.

if you want to use an intermediate as the initial model, simply copy its path using the colab explorer and paste it in the "model download", don't forget to check the box "resume training.

— Reply to this email directly, view it on GitHub https://github.com/TheLastBen/fast-stable-diffusion/issues/251#issuecomment-1296261267, or unsubscribe https://github.com/notifications/unsubscribe-auth/ABUXTGSPYE4X5YPKUHMJ4JLWFZ25BANCNFSM6AAAAAARPBELT4 . You are receiving this because you commented.Message ID: @.***>

rodrigoscoelho avatar Oct 30 '22 14:10 rodrigoscoelho