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feat: add KL Optimal scheduler#1098

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fromdaniandtheweb:kl_optimal

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@daniandtheweb
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@daniandthewebdaniandtheweb commentedDec 15, 2025
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This PR adds support for the KL Optimal scheduler.
I've taken inspiration from the Python implementation in ComfyUI and stable-diffusion-webui.

The resulting images seem correct. If the positioning of the scheduler looks good (after smoothstep and before lcm), I think this could be ready to review.

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LGTM, and seems to be working fine.

If the positioning of the scheduler looks good (after smoothstep and before lcm), I think this could be ready to review.

I don't know if that order matters much. When I implemented the LCM scheduler, I simply placed it at the end of the list.

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I was actually thinking about the order of the schedulers based on importance: of course the first would be discrete and karras as they're historically the most used and last should be LCM as it's more like a niche scheduler for a single specific application. I'm really not sure where kl_optimal should be placed compared to all the others, but if it's okay like this I think the PR is ready.

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