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Extraltodeus-DistanceSampler/README.md
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2024-09-03 14:07:32 +02:00

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# DistanceSampler
Heuristic modification of the Heun sampler using a custom function based on normalized distances. For ComfyUI.
Work better with little amounts of steps. Starting at 4, recommanded 10. CFG at 1.0 with 4-8 steps can give interesting results.
Using AYS/AYS30/Simple/Karras for the schedulers.
I recommand using the "fast" or the "s4e1" version with 10 steps [AYS30 scheduler](https://github.com/pamparamm/ComfyUI-ppm) and CFG scale at 8.
Also includes a "Heun CFG++" using the [alternative Euler CFGpp version found in ComfyUI](https://github.com/comfyanonymous/ComfyUI/blob/7df42b9a2364bae6822fbd9e9fa10cea2e319ba3/comfy_extras/nodes_advanced_samplers.py) slapped with the Heun part at the end. This may or may not be a correct implementation but the results are too good to be ignored.
The file "presets_to_add" can be easily edited to add/remove presets to the list.
The presets are about how many times it will sample per step, like start high (s) and end low (e) so "s4e1" means 4 at start, 1 at the end (1 gives Heun).