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[scheduler] Support custom sigmas/timesteps in UniPCMultistepScheduler #12109
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HuggingFaceDocBuilderDev
commented
Aug 9, 2025
The docs for this PR live here. All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.
I think it's working: import torch from diffusers import QwenImagePipeline, UniPCMultistepScheduler pipe = QwenImagePipeline.from_pretrained("Qwen/Qwen-Image", torch_dtype=torch.bfloat16) pipe.scheduler = UniPCMultistepScheduler.from_config(pipe.scheduler.config, prediction_type="flow_prediction", use_flow_sigmas=True) pipe.to("cuda") prompt = """A coffee shop entrance features a chalkboard sign reading "Qwen Coffee 😊 2ドル per cup," with a neon light beside it displaying "通义千问". Next to it hangs a poster showing a beautiful Chinese woman, and beneath the poster is written "π≈3.1415926-53589793-23846264-33832795-02384197". Ultra HD, 4K, cinematic composition.""" image = pipe(prompt, negative_prompt=" ", width=1664, height=928, num_inference_steps=30, generator=torch.Generator().manual_seed(42)).images[0] image.save("output.png")
cc @asomoza in case you want to do some tests |
Gentle ping @yiyixuxu
staturecrane
commented
Aug 20, 2025
Ping that having this support would be sooooo helpful!
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Fixes #12108
The quality is not great, not sure why yet. Still needs debugging.
cc @Vargol