patientx
9561b03cc7
Merge branch 'comfyanonymous:master' into master
2025-02-09 15:33:03 +03:00
comfyanonymous
095d867147
Remove useless function.
2025-02-09 07:02:57 -05:00
Pam
caeb27c3a5
res_multistep: Fix cfgpp and add ancestral samplers ( #6731 )
2025-02-08 19:39:58 -05:00
comfyanonymous
3d06e1c555
Make error more clear to user.
2025-02-08 18:57:24 -05:00
catboxanon
43a74c0de1
Allow FP16 accumulation with --fast ( #6453 )
...
Currently only applies to PyTorch nightly releases. (>=20250208)
2025-02-08 17:00:56 -05:00
patientx
9a9da027b2
Merge branch 'comfyanonymous:master' into master
2025-02-07 12:02:36 +03:00
comfyanonymous
079eccc92a
Don't compress http response by default.
...
Remove argument to disable it.
Add new --enable-compress-response-body argument to enable it.
2025-02-07 03:29:21 -05:00
patientx
4a1e3ee925
Merge branch 'comfyanonymous:master' into master
2025-02-06 14:33:29 +03:00
comfyanonymous
14880e6dba
Remove some useless code.
2025-02-06 05:00:37 -05:00
patientx
93c0fc3446
Update supported_models.py
2025-02-05 23:12:38 +03:00
patientx
f8c2ab631a
Merge branch 'comfyanonymous:master' into master
2025-02-05 23:10:21 +03:00
comfyanonymous
37cd448529
Set the shift for Lumina back to 6.
2025-02-05 14:49:52 -05:00
comfyanonymous
94f21f9301
Upcasting rope to fp32 seems to make no difference in this model.
2025-02-05 04:32:47 -05:00
comfyanonymous
60653004e5
Use regular numbers for rope in lumina model.
2025-02-05 04:17:25 -05:00
patientx
059629a5fb
Merge branch 'comfyanonymous:master' into master
2025-02-05 10:15:14 +03:00
comfyanonymous
a57d635c5f
Fix lumina 2 batches.
2025-02-04 21:48:11 -05:00
patientx
523b5352b8
Merge branch 'comfyanonymous:master' into master
2025-02-04 18:16:21 +03:00
comfyanonymous
8ac2dddeed
Lower the default shift of lumina to reduce artifacts.
2025-02-04 06:50:37 -05:00
patientx
b8ab0f2091
Merge branch 'comfyanonymous:master' into master
2025-02-04 12:32:22 +03:00
comfyanonymous
3e880ac709
Fix on python 3.9
2025-02-04 04:20:56 -05:00
comfyanonymous
e5ea112a90
Support Lumina 2 model.
2025-02-04 04:16:30 -05:00
patientx
bf081a208a
Merge branch 'comfyanonymous:master' into master
2025-02-02 18:27:25 +03:00
comfyanonymous
44e19a28d3
Use maximum negative value instead of -inf for masks in text encoders.
...
This is probably more correct.
2025-02-02 09:46:00 -05:00
patientx
a5eb46e557
Merge branch 'comfyanonymous:master' into master
2025-02-02 17:30:16 +03:00
Dr.Lt.Data
0a0df5f136
better guide message for sageattention ( #6634 )
2025-02-02 09:26:47 -05:00
KarryCharon
24d6871e47
add disable-compres-response-body cli args; add compress middleware; ( #6672 )
2025-02-02 09:24:55 -05:00
patientx
2ccb7dd301
Merge branch 'comfyanonymous:master' into master
2025-02-01 15:33:58 +03:00
comfyanonymous
9e1d301129
Only use stable cascade lora format with cascade model.
2025-02-01 06:35:22 -05:00
patientx
97f5a7d844
Merge branch 'comfyanonymous:master' into master
2025-01-30 23:03:44 +03:00
comfyanonymous
8d8dc9a262
Allow batch of different sigmas when noise scaling.
2025-01-30 06:49:52 -05:00
patientx
98cf486504
Merge branch 'comfyanonymous:master' into master
2025-01-29 18:53:00 +03:00
filtered
222f48c0f2
Allow changing folder_paths.base_path via command line argument. ( #6600 )
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* Reimpl. CLI arg directly inside folder_paths.
* Update tests to use CLI arg mocking.
* Revert last-minute refactor.
* Fix test state polution.
2025-01-29 08:06:28 -05:00
patientx
a5c944f482
Merge branch 'comfyanonymous:master' into master
2025-01-28 19:20:13 +03:00
comfyanonymous
13fd4d6e45
More friendly error messages for corrupted safetensors files.
2025-01-28 09:41:09 -05:00
patientx
f77fea7fc6
Merge branch 'comfyanonymous:master' into master
2025-01-27 23:45:19 +03:00
comfyanonymous
255edf2246
Lower minimum ratio of loaded weights on Nvidia.
2025-01-27 05:26:51 -05:00
patientx
1442e34d9e
Merge branch 'comfyanonymous:master' into master
2025-01-26 15:27:37 +03:00
comfyanonymous
67feb05299
Remove redundant code.
2025-01-25 19:04:53 -05:00
patientx
73433fffa0
Merge branch 'comfyanonymous:master' into master
2025-01-24 15:16:37 +03:00
comfyanonymous
14ca5f5a10
Remove useless code.
2025-01-24 06:15:54 -05:00
patientx
076d037620
Merge branch 'comfyanonymous:master' into master
2025-01-23 13:56:49 +03:00
comfyanonymous
96e2a45193
Remove useless code.
2025-01-23 05:56:23 -05:00
Chenlei Hu
dfa2b6d129
Remove unused function lcm in conds.py ( #6572 )
2025-01-23 05:54:09 -05:00
patientx
d9515843d0
Merge branch 'comfyanonymous:master' into master
2025-01-23 02:28:08 +03:00
comfyanonymous
d6bbe8c40f
Remove support for python 3.8.
2025-01-22 17:04:30 -05:00
patientx
fc09aa398c
Merge branch 'comfyanonymous:master' into master
2025-01-22 15:04:13 +03:00
chaObserv
e857dd48b8
Add gradient estimation sampler ( #6554 )
2025-01-22 05:29:40 -05:00
patientx
3402d28bcd
Merge branch 'comfyanonymous:master' into master
2025-01-21 00:06:28 +03:00
comfyanonymous
fb2ad645a3
Add FluxDisableGuidance node to disable using the guidance embed.
2025-01-20 14:50:24 -05:00
patientx
39e164a441
Merge branch 'comfyanonymous:master' into master
2025-01-20 19:27:59 +03:00
comfyanonymous
d8a7a32779
Cleanup old TODO.
2025-01-20 03:44:13 -05:00
patientx
df418fc3fd
added rocm and hip hiding for certain nodes getting errors under zluda
2025-01-19 17:49:55 +03:00
patientx
88eae2b0d1
Merge branch 'comfyanonymous:master' into master
2025-01-19 15:11:53 +03:00
Sergii Dymchenko
ebf038d4fa
Use torch.special.expm1 ( #6388 )
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* 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
patientx
8ee302c9dd
Merge branch 'comfyanonymous:master' into master
2025-01-19 02:40:53 +03:00
catboxanon
b1a02131c9
Remove comfy.samplers self-import ( #6506 )
2025-01-18 17:49:51 -05:00
patientx
e3207a0560
Merge branch 'comfyanonymous:master' into master
2025-01-18 16:08:27 +03:00
comfyanonymous
507199d9a8
Uni pc sampler now works with audio and video models.
2025-01-18 05:27:58 -05:00
comfyanonymous
2f3ab40b62
Add warning when using old pytorch versions.
2025-01-17 18:47:27 -05:00
patientx
5388be0f56
Merge branch 'comfyanonymous:master' into master
2025-01-17 09:41:17 +03:00
comfyanonymous
0aa2368e46
Fix some cosmos fp8 issues.
2025-01-16 17:45:37 -05:00
comfyanonymous
cca96a85ae
Fix cosmos VAE failing with videos longer than 121 frames.
2025-01-16 16:30:06 -05:00
patientx
4afa79a368
Merge branch 'comfyanonymous:master' into master
2025-01-16 17:23:00 +03:00
comfyanonymous
31831e6ef1
Code refactor.
2025-01-16 07:23:54 -05:00
comfyanonymous
88ceb28e20
Tweak hunyuan memory usage factor.
2025-01-16 06:31:03 -05:00
patientx
ed13b68e4f
Merge branch 'comfyanonymous:master' into master
2025-01-16 13:59:32 +03:00
comfyanonymous
23289a6a5c
Clean up some debug lines.
2025-01-16 04:24:39 -05:00
comfyanonymous
9d8b6c1f46
More accurate memory estimation for cosmos and hunyuan video.
2025-01-16 03:48:40 -05:00
patientx
a779e34c5b
Merge branch 'comfyanonymous:master' into master
2025-01-16 11:29:26 +03:00
comfyanonymous
6320d05696
Slightly lower hunyuan video memory usage.
2025-01-16 00:23:01 -05:00
comfyanonymous
25683b5b02
Lower cosmos diffusion model memory usage.
2025-01-15 23:46:42 -05:00
comfyanonymous
4758fb64b9
Lower cosmos VAE memory usage by a bit.
2025-01-15 22:57:52 -05:00
comfyanonymous
008761166f
Optimize first attention block in cosmos VAE.
2025-01-15 21:48:46 -05:00
patientx
fb0d92b160
Merge branch 'comfyanonymous:master' into master
2025-01-15 23:33:05 +03:00
comfyanonymous
cba58fff0b
Remove unsafe embedding load for very old pytorch.
2025-01-15 04:32:23 -05:00
patientx
3ece3091d4
Merge branch 'comfyanonymous:master' into master
2025-01-15 11:55:19 +03:00
comfyanonymous
2feb8d0b77
Force safe loading of files in torch format on pytorch 2.4+
...
If this breaks something for you make an issue.
2025-01-15 03:50:27 -05:00
patientx
104e6a9685
Merge branch 'comfyanonymous:master' into master
2025-01-15 03:59:33 +03:00
Pam
c78a45685d
Rewrite res_multistep sampler and implement res_multistep_cfg_pp sampler. ( #6462 )
2025-01-14 18:20:06 -05:00
patientx
4f01f72bed
Update zluda.py
2025-01-14 20:03:55 +03:00
patientx
c4861c74d4
UPDATED ZLUDA PATCHING METHOD
2025-01-14 19:57:22 +03:00
patientx
c3fc894ce2
Add files via upload
2025-01-14 19:54:44 +03:00
patientx
c7ebd121d6
Merge branch 'comfyanonymous:master' into master
2025-01-14 15:50:05 +03:00
comfyanonymous
3aaabb12d4
Implement Cosmos Image/Video to World (Video) diffusion models.
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Use CosmosImageToVideoLatent to set the input image/video.
2025-01-14 05:14:10 -05:00
patientx
aa2a83ec35
Merge branch 'comfyanonymous:master' into master
2025-01-13 14:46:19 +03:00
comfyanonymous
1f1c7b7b56
Remove useless code.
2025-01-13 03:52:37 -05:00
patientx
b03621d13b
Merge branch 'comfyanonymous:master' into master
2025-01-12 14:31:19 +03:00
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
patientx
d319705d78
Merge branch 'comfyanonymous:master' into master
2025-01-12 00:39:02 +03:00
Jedrzej Kosinski
6c9bd11fa3
Hooks Part 2 - TransformerOptionsHook and AdditionalModelsHook ( #6377 )
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* Add 'sigmas' to transformer_options so that downstream code can know about the full scope of current sampling run, fix Hook Keyframes' guarantee_steps=1 inconsistent behavior with sampling split across different Sampling nodes/sampling runs by referencing 'sigmas'
* Cleaned up hooks.py, refactored Hook.should_register and add_hook_patches to use target_dict instead of target so that more information can be provided about the current execution environment if needed
* Refactor WrapperHook into TransformerOptionsHook, as there is no need to separate out Wrappers/Callbacks/Patches into different hook types (all affect transformer_options)
* Refactored HookGroup to also store a dictionary of hooks separated by hook_type, modified necessary code to no longer need to manually separate out hooks by hook_type
* In inner_sample, change "sigmas" to "sampler_sigmas" in transformer_options to not conflict with the "sigmas" that will overwrite "sigmas" in _calc_cond_batch
* Refactored 'registered' to be HookGroup instead of a list of Hooks, made AddModelsHook operational and compliant with should_register result, moved TransformerOptionsHook handling out of ModelPatcher.register_all_hook_patches, support patches in TransformerOptionsHook properly by casting any patches/wrappers/hooks to proper device at sample time
* Made hook clone code sane, made clear ObjectPatchHook and SetInjectionsHook are not yet operational
* Fix performance of hooks when hooks are appended via Cond Pair Set Props nodes by properly caching between positive and negative conds, make hook_patches_backup behave as intended (in the case that something pre-registers WeightHooks on the ModelPatcher instead of registering it at sample time)
* Filter only registered hooks on self.conds in CFGGuider.sample
* Make hook_scope functional for TransformerOptionsHook
* removed 4 whitespace lines to satisfy Ruff,
* Add a get_injections function to ModelPatcher
* Made TransformerOptionsHook contribute to registered hooks properly, added some doc strings and removed a so-far unused variable
* Rename AddModelsHooks to AdditionalModelsHook, rename SetInjectionsHook to InjectionsHook (not yet implemented, but at least getting the naming figured out)
* Clean up a typehint
2025-01-11 12:20:23 -05:00
patientx
8ac79a7563
Merge branch 'comfyanonymous:master' into master
2025-01-11 15:04:10 +03:00
comfyanonymous
ee8a7ab69d
Fast latent preview for Cosmos.
2025-01-11 04:41:24 -05:00
patientx
7d45042e2e
Merge branch 'comfyanonymous:master' into master
2025-01-10 18:31:48 +03:00
comfyanonymous
2ff3104f70
WIP support for Nvidia Cosmos 7B and 14B text to world (video) models.
2025-01-10 09:14:16 -05:00
patientx
00cf1206e8
Merge branch 'comfyanonymous:master' into master
2025-01-10 15:44:49 +03:00
comfyanonymous
129d8908f7
Add argument to skip the output reshaping in the attention functions.
2025-01-10 06:27:37 -05:00
patientx
c37b5ccf29
Merge branch 'comfyanonymous:master' into master
2025-01-09 18:15:43 +03:00
comfyanonymous
ff838657fa
Cleaner handling of attention mask in ltxv model code.
2025-01-09 07:12:03 -05:00
patientx
0b933e1634
Merge branch 'comfyanonymous:master' into master
2025-01-09 12:57:31 +03:00
comfyanonymous
2307ff6746
Improve some logging messages.
2025-01-08 19:05:22 -05:00
