comfyanonymous

How do I make stable diffusion with AIT work with any latent resolution?

5

The original stable diffusion implementation for SD1.x only supports latent sizes that are multiples of 8 however there is a trick ([here it is implemented in diffusers](https://github.com/huggingface/diffusers/blob/160474ac61934cc22793d6cebea118c171175dbc/src/diffusers/models/resnet.py#L160)) to upsample the...

Batch size >= 65536 in xformers.ops.memory_efficient_attention gives CUDA error.

9

# 🐛 Bug Xformers gives a CUDA error like this when the batch size is larger or equal to 65536. ``` RuntimeError: CUDA error: invalid configuration argument CUDA kernel errors...

Fix links sometimes not being correct when copy pasting nodes.

1

This fixes a copy paste bug where some links are sometimes pasted incorrectly when copy pasting partial graphs.

xlabs Flux controlnet implementation.

47

I'm leaving this here because I'm not sure if I implemented it correctly or if the results are supposed to be this bad. It only seems to work with FluxGuidance...

Improved memory management.

4

These changes makes the memory management less fragile (much less chances of custom nodes/extensions/future code changes breaking it) and should remove the noticeable delay when changing workflows with large models....