10k steps? You're a mad lad

#1
by Winnougan - opened

Great work on all of your models. I've trained all my Krea 2 LoRAs with 3k to 5k steps and 5k steps for LTX-2.3. What happened as you neared 10k? Overfit? Overtrained?

It never converged perfectly... It is close enough. The posted version is the 10k version.

Probably a dataset issue.

usually my dataset is very high quality - I guess I just listened to Redditors too much. They said to never go over 3k steps. I'll have to try it. Thanks

usually my dataset is very high quality - I guess I just listened to Redditors too much. They said to never go over 3k steps. I'll have to try it. Thanks

Good rule of thumb is to not listen to Reddit. They just regurgitate the same things since SDXL.

usually my dataset is very high quality - I guess I just listened to Redditors too much. They said to never go over 3k steps. I'll have to try it. Thanks

Good rule of thumb is to not listen to Reddit. They just regurgitate the same things since SDXL.

Very true. In my experience, 3000 steps is usually good with Krea 2 and you can definitely bake the model if you take the training too far... but 3k is not a hard limit.

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