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Adding a training pipeline for the DC-AE (Deep Compression Autoencoder train pipeline)

Open zeroshot-ai opened this issue 1 year ago • 5 comments

Hi there!

I wanted to take a moment to express my appreciation for the incredible work you've done by open-sourcing this code! Huge thanks for that!

I would like to kindly request if you could consider adding a training pipeline for the DCAE (Deep Compression Autoencoder). This addition could greatly benefit the research community and streamline the training process for many users.

Thank you once again for your hard work and dedication! 🙏

zeroshot-ai avatar Oct 30 '24 13:10 zeroshot-ai

A DCAE training pipeline would be incredibly helpful for the community. Thanks for bringing this up! Looking forward to seeing it.

em2er avatar Oct 30 '24 13:10 em2er

I think a training pipeline for the DC-AE would be super beneficial. It would really help researchers and other users get more out of this awesome project. Thanks a bunch for your hard work and for open-sourcing it!

Graphnull avatar Oct 30 '24 13:10 Graphnull

Also see #146 .

francois-rozet avatar Oct 30 '24 13:10 francois-rozet

Looking forwards

zeyuanyin avatar Mar 26 '25 18:03 zeyuanyin

This code supports training from scratch or fine-tuning the model, and it supports loading existing weight files without requiring conversion.

https://github.com/lavinal712/AutoencoderKL/tree/dc-ae

lavinal712 avatar May 04 '25 01:05 lavinal712