chaObserv
b3ca8146a0
Add dpmpp_2m_cfg_pp ( #4992 )
2024-09-24 02:42:56 -04:00
yoinked
f482299948
Add CFG++ to DPM++ 2S Ancestral ( #3871 )
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* Update sampling.py
* Update samplers.py
* my bad
* "fix" the sampler
* Update samplers.py
* i named it wrong
* minor sampling improvements
mainly using a dynamic rho value (hey this sounds a lot like smea!!!)
* revert rho change
rho? r? its just 1/2
2024-09-11 02:49:44 -04:00
Jim Winkens
70acab9713
Fix import issue ( #4815 )
2024-09-07 05:28:32 -04:00
comfyanonymous
6d23fd0618
Automatically use RF variant of dpmpp_2s_ancestral if RF model.
2024-08-18 00:47:25 -04:00
Ashen
41b3ccc486
dpmpp_2s_ancestral_RF for rectified flow (Flux, SD3 and Auraflow).
2024-08-18 00:33:30 -04:00
comfyanonymous
2878ffd75a
More aggressive batch splitting.
2024-08-03 11:53:30 -04:00
comfyanonymous
78746a7499
Only append zero to noise schedule if last sigma isn't zero.
2024-07-20 12:37:30 -04:00
comfyanonymous
de738b5cb8
Implement beta sampling scheduler.
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It is based on: https://arxiv.org/abs/2407.12173
Add "beta" to the list of schedulers and the BetaSamplingScheduler node.
2024-07-19 18:05:09 -04:00
Extraltodeus
e02530182b
Add sampler_pre_cfg_function ( #3979 )
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* Update samplers.py
* Update model_patcher.py
2024-07-09 16:20:49 -04:00
comfyanonymous
a7050b3f3b
Switch to the real cfg++ method in the samplers.
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The old _pp ones will be updated automatically to the regular ones with 2x
the cfg.
My fault for not checking what the "_pp" samplers actually did.
2024-06-29 11:59:48 -04:00
comfyanonymous
561a0d0c62
Add DEIS order 3 sampler.
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Order 4 seems to give bad results.
2024-06-26 22:40:05 -04:00
comfyanonymous
8940c4800b
Implement my alternative take on CFG++ as the euler_pp sampler.
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Add euler_ancestral_pp which is the ancestral version of euler with the
same modification.
2024-06-25 07:41:52 -04:00
comfyanonymous
0bae9a67e5
Add ipndm_v sampler, works best with the exponential scheduler.
2024-06-20 08:51:49 -04:00
comfyanonymous
9c26d62191
Add ipndm sampler.
2024-06-19 16:32:30 -04:00
comfyanonymous
258e685fcc
Support sampling non 2D latents.
2024-06-10 01:31:09 -04:00
comfyanonymous
b04267ce30
Fix some edge cases with samplers and arrays with a single sigma.
2024-05-01 17:05:30 -04:00
Jedrzej Kosinski
7a37c3088d
Fix error when more cond masks passed in than batch size ( #3353 )
2024-04-26 12:51:12 -04:00
comfyanonymous
c618084a1c
Fix missing arguments in cfg_function.
2024-04-04 23:38:57 -04:00
comfyanonymous
22462103f3
Fix model needing to be loaded on GPU to generate the sigmas.
2024-04-04 22:08:49 -04:00
comfyanonymous
58a02039bc
Make zero denoise a NOP.
2024-04-04 11:41:27 -04:00
comfyanonymous
1f511af362
Small cleanup.
2024-04-04 11:16:49 -04:00
comfyanonymous
bcb4f07071
Refactor sampler code for more advanced sampler nodes part 2.
2024-04-04 01:26:41 -04:00
comfyanonymous
f9e7f0e695
Refactor sampling code for more advanced sampler nodes.
2024-04-03 22:09:51 -04:00
comfyanonymous
1ba93001e4
Refactor calc_cond_uncond_batch into calc_cond_batch.
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calc_cond_batch can take an arbitrary amount of cond inputs.
Added a calc_cond_uncond_batch wrapper with a warning so custom nodes
won't break.
2024-04-01 18:07:47 -04:00
comfyanonymous
6b490edbab
Add inverse noise scaling function.
2024-03-21 14:49:11 -04:00
comfyanonymous
3905e795dc
SamplerDPMAdaptative node to test the different options.
2024-03-15 22:36:10 -04:00
comfyanonymous
9956e2b6e7
Switch some more prints to logging.
2024-03-11 16:34:58 -04:00
comfyanonymous
03ccdd76a7
Simplify differential diffusion code.
2024-03-03 15:34:42 -05:00
Shiimizu
8363203d85
Implement Differential Diffusion ( #2876 )
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* Implement Differential Diffusion
* Cleanup.
* Fix.
* Masks should be applied at full strength.
* Fix colors.
* Register the node.
* Cleaner code.
* Fix issue with getting unipc sampler.
* Adjust thresholds.
* Switch to linear thresholds.
* Only calculate nearest_idx on valid thresholds.
2024-03-03 15:34:13 -05:00
comfyanonymous
bd39d6bfd6
Cleanup: Use sampling noise scaling function for inpainting.
2024-03-01 14:24:41 -05:00
comfyanonymous
5af225ffd9
Move noise scaling to object with sampling math.
2024-03-01 12:54:38 -05:00
comfyanonymous
0bd8fc1e4d
Playground V2.5 support with ModelSamplingContinuousEDM node.
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Use ModelSamplingContinuousEDM with edm_playground_v2.5 selected.
2024-02-27 15:12:33 -05:00
logtd
5dfd39f190
Fix model and cond transformer options merge
2024-02-23 01:19:43 -07:00
comfyanonymous
8d2b46bfbe
Cleanup uni_pc inpainting.
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This causes some small changes to the uni pc inpainting behavior but it
seems to improve results slightly.
2024-02-23 02:39:35 -05:00
comfyanonymous
92f7466c12
Merge branch 'feature_expose_discard_penultimate_sigma' of https://github.com/blepping/ComfyUI
2024-02-11 12:23:30 -05:00
Jedrzej Kosinski
3172bb042e
Fix infinite while loop being possible in ddim_scheduler
2024-02-09 17:11:34 -06:00
blepping
5b3c8f3506
Allow custom samplers to request discard penultimate sigma
2024-02-08 02:24:23 -07:00
comfyanonymous
50fb52bc5b
Remove some unused imports.
2024-01-25 23:42:37 -05:00
Dr.Lt.Data
f91644b5e9
typo fix - calculate_sigmas_scheduler ( #2619 )
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self.scheduler -> scheduler_name
Co-authored-by: Lt.Dr.Data <lt.dr.data@gmail.com>
2024-01-23 03:47:01 -05:00
comfyanonymous
a36114ce30
Implement noise augmentation for SD 4X upscale model.
2024-01-03 14:27:11 -05:00
comfyanonymous
066f11873e
Fix regression with inpaint model.
2023-12-19 02:32:59 -05:00
comfyanonymous
bf90151704
Fix SAG not working with cfg 1.0
2023-12-18 17:03:32 -05:00
comfyanonymous
183307e3de
Fix SDXL area composition sometimes not using the right pooled output.
2023-12-18 12:54:23 -05:00
Hari
72500f183b
Implement Perp-Neg
2023-12-16 00:28:16 +05:30
comfyanonymous
743e80a273
Improve code legibility.
2023-12-14 11:41:49 -05:00
comfyanonymous
85cbdd661b
Fix cfg being calculated more than once if sampler_cfg_function.
2023-12-13 20:28:04 -05:00
comfyanonymous
b83523b241
Refactor and improve the sag node.
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Moved all the sag related code to comfy_extras/nodes_sag.py
2023-12-13 16:11:26 -05:00
Rafie Walker
58df1767b4
Implement Self-Attention Guidance ( #2201 )
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* First SAG test
* need to put extra options on the model instead of patcher
* no errors and results seem not-broken
* Use @ashen-uncensored formula, which works better!!!
* Fix a crash when using weird resolutions. Remove an unnecessary UNet call
* Improve comments, optimize memory in blur routine
* SAG works with sampler_cfg_function
2023-12-13 15:52:11 -05:00
comfyanonymous
f54c2bf6fb
Cleanup.
2023-12-08 16:02:08 -05:00
comfyanonymous
5514c4b8ce
Invert the start and end percentages in the code.
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This doesn't affect how percentages behave in the frontend but breaks
things if you relied on them in the backend.
percent_to_sigma goes from 0 to 1.0 instead of 1.0 to 0 for less confusion.
Make percent 0 return an extremely large sigma and percent 1.0 return a
zero one to fix imprecision.
2023-11-16 04:23:44 -05:00
