Commit Graph

113 Commits

Author SHA1 Message Date
doctorpangloss
b183b27a87 Merge branch 'master' of github.com:comfyanonymous/ComfyUI 2025-12-17 09:56:14 -08:00
chaObserv
827bb1512b
Add exp_heun_2_x0 sampler series (#11360) 2025-12-16 23:35:43 -05:00
chaObserv
6592bffc60
seeds_2: add phi_2 variant and sampler node (#11309)
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* Add phi_2 solver type to seeds_2

* Add sampler node of seeds_2
2025-12-14 00:03:29 -05:00
doctorpangloss
a9a0f96408 Merge branch 'master' of github.com:comfyanonymous/ComfyUI 2025-09-22 14:29:50 -07:00
blepping
1a85483da1
Fix depending on asserts to raise an exception in BatchedBrownianTree and Flash attn module (#9884)
Correctly handle the case where w0 is passed by kwargs in BatchedBrownianTree
2025-09-15 20:05:03 -04:00
doctorpangloss
179c2d35c8 Merge branch 'master' of github.com:comfyanonymous/ComfyUI 2025-09-03 12:04:32 -07:00
chaObserv
32a627bf1f
SEEDS: update noise decomposition and refactor (#9633)
- Update the decomposition to reflect interval dependency
- Extract phi computations into functions
- Use torch.lerp for interpolation
2025-08-31 00:01:45 -04:00
Gangin Park
3aad339b63
Add DPM++ 2M SDE Heun (RES) sampler (#9542) 2025-08-27 19:07:31 -04:00
doctorpangloss
3684cff31b Merge branch 'master' of github.com:comfyanonymous/ComfyUI 2025-07-25 12:48:05 -07:00
chaObserv
e729a5cc11
Separate denoised and noise estimation in Euler CFG++ (#9008)
This will change their behavior with the sampling CONST type.
It also combines euler_cfg_pp and euler_ancestral_cfg_pp into one main function.
2025-07-23 19:47:05 -04:00
doctorpangloss
c086c5e005 fix pylint issues 2025-07-14 17:44:43 -07:00
doctorpangloss
04e411c32e Merge branch 'master' of github.com:comfyanonymous/ComfyUI 2025-07-14 13:45:09 -07:00
chaObserv
aac10ad23a
Add SA-Solver sampler (#8834) 2025-07-08 16:17:06 -04:00
chaObserv
f41f323c52
Add the denoising step to several samplers (#8780) 2025-07-03 19:20:53 -04:00
chaObserv
b22e97dcfa
Migrate ER-SDE from VE to VP algorithm and add its sampler node (#8744)
Apply alpha scaling in the algorithm for reverse-time SDE and add custom ER-SDE sampler node for other solver types (SDE, ODE).
2025-07-01 02:38:52 -04:00
doctorpangloss
e034d0bb24 fix sampling bug 2025-06-24 16:37:20 -07:00
doctorpangloss
f6339e8115 Merge branch 'master' of github.com:comfyanonymous/ComfyUI 2025-06-24 12:52:54 -07:00
chaObserv
8042eb20c6
Singlestep DPM++ SDE for RF (#8627)
Refactor the algorithm, and apply alpha scaling.
2025-06-24 14:59:09 -04:00
doctorpangloss
1d901e32eb Merge branch 'master' of github.com:comfyanonymous/ComfyUI 2025-06-17 13:20:31 -07:00
doctorpangloss
3d0306b89f more fixes from pylint 2025-06-17 11:36:41 -07:00
doctorpangloss
82388d51a2 Merge branch 'master' of github.com:comfyanonymous/ComfyUI 2025-06-17 10:35:10 -07:00
chaObserv
8e81c507d2
Multistep DPM++ SDE samplers for RF (#8541)
Include alpha in sampling and minor refactoring
2025-06-16 14:47:10 -04:00
chaObserv
53e8d8193c
Generalize SEEDS samplers (#8529)
Restore VP algorithm for RF and refactor noise_coeffs and half-logSNR calculations
2025-06-14 16:58:16 -04:00
Pam
1b3bf0a5da
Fix res_multistep_ancestral sampler (#8030) 2025-05-09 20:14:13 -04:00
chaObserv
c15909bb62
CFG++ for gradient estimation sampler (#7809) 2025-04-28 13:51:35 -04:00
doctorpangloss
5823497d55 Merge branch 'master' of github.com:comfyanonymous/ComfyUI 2025-04-21 13:14:36 -07:00
chaObserv
e51d9ba5fc
Add SEEDS (stage 2 & 3 DP) sampler (#7580)
* Add seeds stage 2 & 3 (DP) sampler

* Change the name to SEEDS in comment
2025-04-12 18:36:08 -04:00
doctorpangloss
040a324346 Merge branch 'master' of github.com:comfyanonymous/ComfyUI 2025-03-29 15:57:24 -07:00
chaObserv
fd5297131f
Guard the edge cases of noise term in er_sde (#7265) 2025-03-16 06:02:25 -04:00
chaObserv
3fc688aebd
Ensure the extra_args in dpmpp sde series (#7204) 2025-03-12 17:28:59 -04:00
chaObserv
01015bff16
Add er_sde sampler (#7187) 2025-03-12 02:42:37 -04:00
doctorpangloss
693038738a Merge branch 'master' of github.com:comfyanonymous/ComfyUI 2025-02-24 09:39:26 -08:00
Pam
caeb27c3a5
res_multistep: Fix cfgpp and add ancestral samplers (#6731) 2025-02-08 19:39:58 -05:00
doctorpangloss
a3452f6e6a Merge branch 'master' of github.com:comfyanonymous/ComfyUI 2025-01-28 13:45:51 -08:00
chaObserv
e857dd48b8
Add gradient estimation sampler (#6554) 2025-01-22 05:29:40 -05:00
Sergii Dymchenko
ebf038d4fa
Use torch.special.expm1 (#6388)
* Use `torch.special.expm1`

This function provides greater precision than `exp(x) - 1` for small values of `x`.

Found with TorchFix https://github.com/pytorch-labs/torchfix/

* Use non-alias
2025-01-19 04:54:32 -05:00
doctorpangloss
cf3c96e593 Cosmos support 2025-01-16 12:39:05 -08:00
doctorpangloss
631d9e44c6 Merge branch 'master' of github.com:comfyanonymous/ComfyUI 2025-01-16 09:58:02 -08:00
Pam
c78a45685d
Rewrite res_multistep sampler and implement res_multistep_cfg_pp sampler. (#6462) 2025-01-14 18:20:06 -05:00
comfyanonymous
90f349f93d Add res_multistep sampler from the cosmos code.
This sampler should work with all models.
2025-01-12 03:10:07 -05:00
comfyanonymous
4209edf48d Make a few more samplers deterministic. 2025-01-07 02:12:32 -05:00
comfyanonymous
916d1e14a9 Make ancestral samplers more deterministic. 2025-01-06 03:04:32 -05:00
doctorpangloss
9d5a5dd533 Merge branch 'master' of github.com:comfyanonymous/ComfyUI 2024-12-28 14:24:27 -08:00
comfyanonymous
d170292594 Remove some trailing white space. 2024-12-27 18:02:30 -05:00
doctorpangloss
0fd407ae87 Merge branch 'master' of github.com:comfyanonymous/ComfyUI 2024-12-24 16:48:03 -08:00
Chenlei Hu
d9d7f3c619
Lint all unused variables (#5989)
* Enable F841

* Autofix

* Remove all unused variable assignment
2024-12-12 17:59:16 -05:00
doctorpangloss
d989e65fde Update ComfyUI and fix tests 2024-12-09 19:45:17 -08:00
doctorpangloss
2d1676c717 Merge branch 'master' of github.com:comfyanonymous/ComfyUI 2024-12-09 15:54:37 -08:00
comfyanonymous
c1b92b719d Some optimizations to euler a. 2024-12-03 06:11:52 -05:00
comfyanonymous
2d5b3e0078 Remove useless code. 2024-12-02 06:49:55 -05:00