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mhh0318 avatar mhh0318 commented on June 29, 2024

Thank you for your valuable discovery. We will further explore the influence of the model's rank. In our preliminary exploratory experiments, we found that the rank has some impact on LCM, so we carelessly followed the experimental setup at that time and did not perform an ablation on rank. Thanks again for pointing it out.

from tcd.

AI-Casanova avatar AI-Casanova commented on June 29, 2024

No problem, and to be fair, sometimes training at a higher rank and doing SVD is better than training at lower rank.

Also, compared to LCM, I am greatly impressed by how much less reliant on the LoRA TCD seems to be. The LoRA fixes contrast, but the base image is fully formed and not a blurry mess at 6 steps.

This was just something I discovered as I and the other devs at SDNext were adding your sampler.

Thanks again for a great sampler!

from tcd.

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