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Add exp_heun_2_x0 sampler series

Open chaObserv opened this issue 3 weeks ago • 2 comments

A preset of seeds_2 with r=1 and solver_type=phi_2.

The current heun sampler can do noise prediction or RF v-prediction, depending on the model. However, there is no preset for Heun-style sampler in data (x0) prediction. Additionally, for ztsnr schedule, heun tends to collapse due to step size sensitivity. Thus, exp_heun_2_x0 can be a heun alternative for ztsnr.

A demo by ztsnr schedule with CFG=3.0. The issue of the current heun is shown in the grid. exp_heun_ode_00001_resized

Since it's based on seeds_2, the SDE version is simple to add. exp_heun_sde_00001_resized

chaObserv avatar Dec 16 '25 18:12 chaObserv

What is the model?

yamatazen avatar Dec 17 '25 01:12 yamatazen

What is the model?

There is a embedded workflow in the image, so you can find it there.

chaObserv avatar Dec 17 '25 01:12 chaObserv

What is the model?

What is the model?

There is a embedded workflow in the image, so you can find it there.

They looks very complicated lol

yamatazen avatar Dec 17 '25 02:12 yamatazen