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TheLastBen avatar TheLastBen commented on May 22, 2024 1

Yes just saw it, I'll add it to the colab

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1blackbar avatar 1blackbar commented on May 22, 2024 1

Awesome! im super excited , i do have colab pro but i rarely get v100 and just once per month a100, mostly p100 not even T4!!!
But hey its on for many hours + i have 10 gmails for free colabs , i will let you know if ill get one of those

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1blackbar avatar 1blackbar commented on May 22, 2024 1

``You think You can prune the ckpt so its 2gb ?
Heres the prune code
https://github.com/JoePenna/Dreambooth-Stable-Diffusion/blob/main/prune_ckpt.py
Converts 12gb to 2gb after dreambooth on vast or runpod

# This version should automatically prune around 10GB from the ckpt file last_checkpoint_file = directory_paths[-1] + "/checkpoints/last.ckpt" !python "prune_ckpt.py" --ckpt {last_checkpoint_file}

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jachiam avatar jachiam commented on May 22, 2024 1

Would also be grateful for attribution, @TheLastBen - if you could just put a link in the converttosd.py file that goes to my github that would be excellent. :)

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TheLastBen avatar TheLastBen commented on May 22, 2024 1

Sure, I was planning on adding that on the main Readme, thanks for the script, amazing job !

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TheLastBen avatar TheLastBen commented on May 22, 2024

if you have colab pro, let me know if the V100 and the A100 work without issues

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TheLastBen avatar TheLastBen commented on May 22, 2024

I'll add to the dreambooth the prior preservation to avoid messing up all the classes and get better results.

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1blackbar avatar 1blackbar commented on May 22, 2024

ok pruning is in the new code now by default ! Amazing

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TheLastBen avatar TheLastBen commented on May 22, 2024

The CKPT produced by this colab is 3.97 Gb, no need to prune

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