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ComfyUI cascade stage b implementation introduces artifacts #5297

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cake-ml opened this issue Oct 20, 2024 · 1 comment
Open

ComfyUI cascade stage b implementation introduces artifacts #5297

cake-ml opened this issue Oct 20, 2024 · 1 comment

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@cake-ml
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cake-ml commented Oct 20, 2024

The two images below were generated using the same stage c conditioning latents, and the same sampler/scheduler (euler, simple, 10 steps). The first image was generated using ComfyUI, the 2nd image using the native diffusers stage b implementation. This behaviour appears consistently across different samplers, schedulers and with different stage c conditioning. Using the diffusers implementation of stage a to decode ComfyUI stage b output latents does produce artifacts, suggesting that the issue is specifically in the stage b implementation, not stage a.

comfyui
diffusers

Comfy workflow and example latents (had to zip, github doesn't like the format)
workflow_test.json
test_latent.zip

@comfyanonymous
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The correct sampler for this if I remember correctly is "euler_ancestral" so if you use that one you should get good results.

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