1990 Commits

Author	SHA1	Message	Date
patientx	03825eaa28	Merge branch 'comfyanonymous:master' into master	2025-03-06 22:23:13 +03:00
comfyanonymous	dfa36e6855	Fix some things breaking when embeddings fail to apply.	2025-03-06 13:31:55 -05:00
patientx	44c060b3de	Merge branch 'comfyanonymous:master' into master	2025-03-06 12:16:31 +03:00
comfyanonymous	29a70ca101	Support HunyuanVideo image to video model.	2025-03-06 03:07:15 -05:00
comfyanonymous	0bef826a98	Support llava clip vision model.	2025-03-06 00:24:43 -05:00
comfyanonymous	85ef295069	Make applying embeddings more efficient. ... Adding new tokens no longer makes a whole copy of the embeddings weight which can be massive on certain models.	2025-03-05 17:34:38 -05:00
patientx	199e91029d	Merge branch 'comfyanonymous:master' into master	2025-03-05 23:54:19 +03:00
Chenlei Hu	5d84607bf3	Add type hint for FileLocator (#6968) ... * Add type hint for FileLocator * nit	2025-03-05 15:35:26 -05:00
Silver	c1909f350f	Better argument handling of front-end-root (#7043) ... * Better argument handling of front-end-root Improves handling of front-end-root launch argument. Several instances where users have set it and ComfyUI launches as normal and completely disregards the launch arg which doesn't make sense. Better to indicate to user that something is incorrect. * Removed unused import There was no real reason to use "Optional" typing in ther front-end-root argument.	2025-03-05 15:34:22 -05:00
Chenlei Hu	52b3469606	[NodeDef] Explicitly add control_after_generate to seed/noise_seed (#7059) ... * [NodeDef] Explicitly add control_after_generate to seed/noise_seed * Update comfy/comfy_types/node_typing.py Co-authored-by: filtered <176114999+webfiltered@users.noreply.github.com> --------- Co-authored-by: filtered <176114999+webfiltered@users.noreply.github.com>	2025-03-05 15:33:23 -05:00
patientx	c36a942c12	Merge branch 'comfyanonymous:master' into master	2025-03-05 19:11:25 +03:00
comfyanonymous	369b079ff6	Fix lowvram issue with ltxv vae.	2025-03-05 05:26:08 -05:00
comfyanonymous	9c9a7f012a	Adjust ltxv memory factor.	2025-03-05 05:16:05 -05:00
patientx	93001919fa	Merge branch 'comfyanonymous:master' into master	2025-03-05 11:17:58 +03:00
comfyanonymous	93fedd92fe	Support LTXV 0.9.5. ... Credits: Lightricks team.	2025-03-05 00:13:49 -05:00
patientx	586eabb95d	Merge branch 'comfyanonymous:master' into master	2025-03-04 19:10:54 +03:00
comfyanonymous	65042f7d39	Make it easier to set a custom template for hunyuan video.	2025-03-04 09:26:05 -05:00
patientx	cacb8da101	Merge branch 'comfyanonymous:master' into master	2025-03-04 13:17:37 +03:00
comfyanonymous	7c7c70c400	Refactor skyreels i2v code.	2025-03-04 00:15:45 -05:00
patientx	f12bcde392	Merge branch 'comfyanonymous:master' into master	2025-03-03 15:10:56 +03:00
comfyanonymous	f86c724ef2	Temporal area composition. ... New ConditioningSetAreaPercentageVideo node.	2025-03-03 06:50:31 -05:00
patientx	6c34d0a58a	Update zluda.py	2025-03-02 22:43:11 +03:00
patientx	7763bf823e	Merge branch 'comfyanonymous:master' into master	2025-03-02 17:18:12 +03:00
comfyanonymous	9af6320ec9	Make 2d area composition nodes work on video models.	2025-03-02 08:19:16 -05:00
patientx	0c4bebf5fb	Merge branch 'comfyanonymous:master' into master	2025-03-01 14:59:20 +03:00
comfyanonymous	4dc6709307	Rename argument in last commit and document the options.	2025-03-01 02:43:49 -05:00
Chenlei Hu	4d55f16ae8	Use enum list for --fast options (#7024)	2025-03-01 02:37:35 -05:00
patientx	c235a51d82	Update zluda.py	2025-02-28 16:41:56 +03:00
patientx	af43425ab5	Update model_management.py	2025-02-28 16:37:55 +03:00
patientx	1871a594ba	Merge branch 'comfyanonymous:master' into master	2025-02-28 11:47:19 +03:00
comfyanonymous	cf0b549d48	--fast now takes a number as argument to indicate how fast you want it. ... The idea is that you can indicate how much quality vs speed you want. At the moment: --fast 2 enables fp16 accumulation if your pytorch supports it. --fast 5 enables fp8 matrix mult on fp8 models and the optimization above. --fast without a number enables all optimizations.	2025-02-28 02:48:20 -05:00
comfyanonymous	eb4543474b	Use fp16 for intermediate for fp8 weights with --fast if supported.	2025-02-28 02:17:50 -05:00
comfyanonymous	1804397952	Use fp16 if checkpoint weights are fp16 and the model supports it.	2025-02-27 16:39:57 -05:00
patientx	cc65ca4c42	Merge branch 'comfyanonymous:master' into master	2025-02-28 00:39:40 +03:00
comfyanonymous	f4dac8ab6f	Wan code small cleanup.	2025-02-27 07:22:42 -05:00
patientx	c4fb9f2a63	Merge branch 'comfyanonymous:master' into master	2025-02-27 13:06:17 +03:00
BiologicalExplosion	89253e9fe5	Support Cambricon MLU (#6964) ... Co-authored-by: huzhan <huzhan@cambricon.com>	2025-02-26 20:45:13 -05:00
comfyanonymous	3ea3bc8546	Fix wan issues when prompt length is long.	2025-02-26 20:34:02 -05:00
patientx	b04a1f4127	Merge branch 'comfyanonymous:master' into master	2025-02-27 01:24:29 +03:00
comfyanonymous	0270a0b41c	Reduce artifacts on Wan by doing the patch embedding in fp32.	2025-02-26 16:59:26 -05:00
patientx	4f968c3c56	Merge branch 'comfyanonymous:master' into master	2025-02-26 17:11:50 +03:00
comfyanonymous	c37f15f98e	Add fast preview support for Wan models.	2025-02-26 08:56:23 -05:00
patientx	1193f3fbb1	Merge branch 'comfyanonymous:master' into master	2025-02-26 16:47:39 +03:00
comfyanonymous	4bca7367f3	Don't try to use clip_fea on t2v model.	2025-02-26 08:38:09 -05:00
patientx	debf69185c	Merge branch 'comfyanonymous:master' into master	2025-02-26 16:00:33 +03:00
comfyanonymous	b6fefe686b	Better wan memory estimation.	2025-02-26 07:51:22 -05:00
patientx	583f140eda	Merge branch 'comfyanonymous:master' into master	2025-02-26 13:26:25 +03:00
comfyanonymous	fa62287f1f	More code reuse in wan. ... Fix bug when changing the compute dtype on wan.	2025-02-26 05:22:29 -05:00
patientx	743996a1f7	Merge branch 'comfyanonymous:master' into master	2025-02-26 12:56:06 +03:00
comfyanonymous	0844998db3	Slightly better wan i2v mask implementation.	2025-02-26 03:49:50 -05:00
comfyanonymous	4ced06b879	WIP support for Wan I2V model.	2025-02-26 01:49:43 -05:00
patientx	1e91ff59a1	Merge branch 'comfyanonymous:master' into master	2025-02-26 09:24:15 +03:00
comfyanonymous	cb06e9669b	Wan seems to work with fp16.	2025-02-25 21:37:12 -05:00
patientx	6e894524e2	Merge branch 'comfyanonymous:master' into master	2025-02-26 04:14:10 +03:00
comfyanonymous	9a66bb972d	Make wan work with all latent resolutions. ... Cleanup some code.	2025-02-25 19:56:04 -05:00
patientx	4269943ac3	Merge branch 'comfyanonymous:master' into master	2025-02-26 03:13:47 +03:00
comfyanonymous	ea0f939df3	Fix issue with wan and other attention implementations.	2025-02-25 19:13:39 -05:00
comfyanonymous	f37551c1d2	Change wan rope implementation to the flux one. ... Should be more compatible.	2025-02-25 19:11:14 -05:00
patientx	879db7bdfc	Merge branch 'comfyanonymous:master' into master	2025-02-26 02:07:25 +03:00
comfyanonymous	63023011b9	WIP support for Wan t2v model.	2025-02-25 17:20:35 -05:00
patientx	6cf0fdcc3c	Merge branch 'comfyanonymous:master' into master	2025-02-25 17:12:14 +03:00
comfyanonymous	f40076096e	Cleanup some lumina te code.	2025-02-25 04:10:26 -05:00
patientx	d705fe2e0b	Merge branch 'comfyanonymous:master' into master	2025-02-24 13:42:27 +03:00
comfyanonymous	96d891cb94	Speedup on some models by not upcasting bfloat16 to float32 on mac.	2025-02-24 05:41:32 -05:00
patientx	8142770e5f	Merge branch 'comfyanonymous:master' into master	2025-02-23 14:51:43 +03:00
comfyanonymous	ace899e71a	Prioritize fp16 compute when using allow_fp16_accumulation	2025-02-23 04:45:54 -05:00
patientx	c15fe75f7b	CUDA error: CUBLAS_STATUS_NOT_SUPPORTED when calling `cublasLtMatmulAlgoGetHeuristic" ,error fix	2025-02-22 15:44:20 +03:00
patientx	26eb98b96f	Merge branch 'comfyanonymous:master' into master	2025-02-22 14:42:22 +03:00
comfyanonymous	aff16532d4	Remove some useless code.	2025-02-22 04:45:14 -05:00
comfyanonymous	072db3bea6	Assume the mac black image bug won't be fixed before v16.	2025-02-21 20:24:07 -05:00
comfyanonymous	a6deca6d9a	Latest mac still has the black image bug.	2025-02-21 20:14:30 -05:00
patientx	059397437b	Merge branch 'comfyanonymous:master' into master	2025-02-21 23:25:43 +03:00
comfyanonymous	41c30e92e7	Let all model memory be offloaded on nvidia.	2025-02-21 06:32:21 -05:00
patientx	603cacb14a	Merge branch 'comfyanonymous:master' into master	2025-02-20 23:06:56 +03:00
comfyanonymous	12da6ef581	Apparently directml supports fp16.	2025-02-20 09:30:24 -05:00
Silver	c5be423d6b	Fix link pointing to non-exisiting docs (#6891) ... * Fix link pointing to non-exisiting docs The current link is pointing to a path that does not exist any longer. I changed it to point to the currect correct path for custom nodes datatypes. * Update node_typing.py	2025-02-20 07:07:07 -05:00
patientx	a813e39d54	Merge branch 'comfyanonymous:master' into master	2025-02-19 16:19:26 +03:00
maedtb	5715be2ca9	Fix Hunyuan unet config detection for some models. (#6877) ... The change to support 32 channel hunyuan models is missing the `key_prefix` on the key. This addresses a complain in the comments of acc152b674.	2025-02-19 07:14:45 -05:00
patientx	4e6a5fc548	Merge branch 'comfyanonymous:master' into master	2025-02-19 13:52:34 +03:00
bymyself	afc85cdeb6	Add Load Image Output node (#6790) ... * add LoadImageOutput node * add route for input/output/temp files * update node_typing.py * use literal type for image_folder field * mark node as beta	2025-02-18 17:53:01 -05:00
Jukka Seppänen	acc152b674	Support loading and using SkyReels-V1-Hunyuan-I2V (#6862) ... * Support SkyReels-V1-Hunyuan-I2V * VAE scaling * Fix T2V oops * Proper latent scaling	2025-02-18 17:06:54 -05:00
patientx	3bde94efbb	Merge branch 'comfyanonymous:master' into master	2025-02-18 16:27:10 +03:00
comfyanonymous	b07258cef2	Fix typo. ... Let me know if this slows things down on 2000 series and below.	2025-02-18 07:28:33 -05:00
patientx	ef2e97356e	Merge branch 'comfyanonymous:master' into master	2025-02-17 14:04:15 +03:00
comfyanonymous	31e54b7052	Improve AMD arch detection.	2025-02-17 04:53:40 -05:00
comfyanonymous	8c0bae50c3	bf16 manual cast works on old AMD.	2025-02-17 04:42:40 -05:00
patientx	e8bf0ca27f	Merge branch 'comfyanonymous:master' into master	2025-02-17 12:42:02 +03:00
comfyanonymous	530412cb9d	Refactor torch version checks to be more future proof.	2025-02-17 04:36:45 -05:00
patientx	45c55f6cd0	Merge branch 'comfyanonymous:master' into master	2025-02-16 14:37:41 +03:00
comfyanonymous	e2919d38b4	Disable bf16 on AMD GPUs that don't support it.	2025-02-16 05:46:10 -05:00
patientx	6f05ace055	Merge branch 'comfyanonymous:master' into master	2025-02-14 13:50:23 +03:00
comfyanonymous	1cd6cd6080	Disable pytorch attention in VAE for AMD.	2025-02-14 05:42:14 -05:00
patientx	f125a37bdf	Update model_management.py	2025-02-14 12:33:27 +03:00
patientx	99d2824d5a	Update model_management.py	2025-02-14 12:30:19 +03:00
comfyanonymous	d7b4bf21a2	Auto enable mem efficient attention on gfx1100 on pytorch nightly 2.7 ... I'm not not sure which arches are supported yet. If you see improvements in memory usage while using --use-pytorch-cross-attention on your AMD GPU let me know and I will add it to the list.	2025-02-14 04:18:14 -05:00
patientx	4d66aa9709	Merge branch 'comfyanonymous:master' into master	2025-02-14 11:00:12 +03:00
comfyanonymous	019c7029ea	Add a way to set a different compute dtype for the model at runtime. ... Currently only works for diffusion models.	2025-02-13 20:34:03 -05:00
patientx	bce4176d3d	fixes to use pytorch-attention	2025-02-13 19:17:35 +03:00
patientx	f9ee02080f	Merge branch 'comfyanonymous:master' into master	2025-02-13 16:37:24 +03:00
comfyanonymous	8773ccf74d	Better memory estimation for ROCm that support mem efficient attention. ... There is no way to check if the card actually supports it so it assumes that it does if you use --use-pytorch-cross-attention with yours.	2025-02-13 08:32:36 -05:00
patientx	e4448cf48e	Merge branch 'comfyanonymous:master' into master	2025-02-12 15:50:23 +03:00
comfyanonymous	1d5d6586f3	Fix ruff.	2025-02-12 06:49:16 -05:00
zhoufan2956	35740259de	mix_ascend_bf16_infer_err (#6794)	2025-02-12 06:48:11 -05:00
comfyanonymous	ab888e1e0b	Add add_weight_wrapper function to model patcher. ... Functions can now easily be added to wrap/modify model weights.	2025-02-12 05:55:35 -05:00
comfyanonymous	d9f0fcdb0c	Cleanup.	2025-02-11 17:17:03 -05:00
HishamC	b124256817	Fix for running via DirectML (#6542) ... * Fix for running via DirectML Fix DirectML empty image generation issue with Flux1. add CPU fallback for unsupported path. Verified the model works on AMD GPUs * fix formating * update casual mask calculation	2025-02-11 17:11:32 -05:00
patientx	196fc385e1	Merge branch 'comfyanonymous:master' into master	2025-02-11 16:38:17 +03:00
comfyanonymous	af4b7c91be	Make --force-fp16 actually force the diffusion model to be fp16.	2025-02-11 08:33:09 -05:00
patientx	2a0bc66fed	Merge branch 'comfyanonymous:master' into master	2025-02-10 15:41:15 +03:00
comfyanonymous	4027466c80	Make lumina model work with any latent resolution.	2025-02-10 00:24:20 -05:00
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) ... * 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) ... * 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. ... 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) ... * 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
patientx	867659b035	Merge branch 'comfyanonymous:master' into master	2025-01-08 01:49:22 +03:00
comfyanonymous	d0f3752e33	Properly calculate inner dim for t5 model. ... This is required to support some different types of t5 models.	2025-01-07 17:33:03 -05:00
patientx	e1aa83d068	Merge branch 'comfyanonymous:master' into master	2025-01-07 13:57:13 +03:00
comfyanonymous	4209edf48d	Make a few more samplers deterministic.	2025-01-07 02:12:32 -05:00
patientx	58cfa6b7f3	Merge branch 'comfyanonymous:master' into master	2025-01-07 09:25:41 +03:00
Chenlei Hu	d055325783	Document get_attr and get_model_object (#6357) ... * Document get_attr and get_model_object * Update model_patcher.py * Update model_patcher.py * Update model_patcher.py	2025-01-06 20:12:22 -05:00
patientx	6c1e37c091	Merge branch 'comfyanonymous:master' into master	2025-01-06 14:50:48 +03:00
comfyanonymous	916d1e14a9	Make ancestral samplers more deterministic.	2025-01-06 03:04:32 -05:00
Jedrzej Kosinski	c496e53519	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 (#6360)	2025-01-06 01:36:47 -05:00
patientx	a5a09e45dd	Merge branch 'comfyanonymous:master' into master	2025-01-04 15:42:12 +03:00
comfyanonymous	d45ebb63f6	Remove old unused function.	2025-01-04 07:20:54 -05:00
patientx	c523c36aef	Merge branch 'comfyanonymous:master' into master	2025-01-02 19:55:49 +03:00
comfyanonymous	9e9c8a1c64	Clear cache as often on AMD as Nvidia. ... I think the issue this was working around has been solved. If you notice that this change slows things down or causes stutters on your AMD GPU with ROCm on Linux please report it.	2025-01-02 08:44:16 -05:00
patientx	bfc4fb0efb	Merge branch 'comfyanonymous:master' into master	2025-01-02 00:37:45 +03:00
Andrew Kvochko	0f11d60afb	Fix temporal tiling for decoder, remove redundant tiles. (#6306) ... This commit fixes the temporal tile size calculation, and removes a redundant tile at the end of the range when its elements are completely covered by the previous tile. Co-authored-by: Andrew Kvochko <a.kvochko@lightricks.com>	2025-01-01 16:29:01 -05:00
patientx	0dbf8238af	Merge branch 'comfyanonymous:master' into master	2025-01-01 15:55:00 +03:00
comfyanonymous	79eea51a1d	Fix and enforce all ruff W rules.	2025-01-01 03:08:33 -05:00
patientx	5c8d73f4b4	Merge branch 'comfyanonymous:master' into master	2025-01-01 02:14:54 +03:00
blepping	c0338a46a4	Fix unknown sampler error handling in calculate_sigmas function (#6280) ... Modernize calculate_sigmas function	2024-12-31 17:33:50 -05:00
patientx	5e9aa9bb9e	Merge branch 'comfyanonymous:master' into master	2024-12-31 23:34:57 +03:00
Jedrzej Kosinski	1c99734e5a	Add missing model_options param (#6296)	2024-12-31 14:46:55 -05:00
patientx	419df8d958	Merge branch 'comfyanonymous:master' into master	2024-12-31 12:22:04 +03:00
filtered	67758f50f3	Fix custom node type-hinting examples (#6281) ... * Fix import in comfy_types doc / sample * Clarify docstring	2024-12-31 03:41:09 -05:00
comfyanonymous	b7572b2f87	Fix and enforce no trailing whitespace.	2024-12-31 03:16:37 -05:00
patientx	cbcd4aa616	Merge branch 'comfyanonymous:master' into master	2024-12-30 15:02:02 +03:00
blepping	a90aafafc1	Add kl_optimal scheduler (#6206) ... * Add kl_optimal scheduler * Rename kl_optimal_schedule to kl_optimal_scheduler to be more consistent	2024-12-30 05:09:38 -05:00
patientx	349ddc0b92	Merge branch 'comfyanonymous:master' into master	2024-12-30 12:21:28 +03:00
comfyanonymous	d9b7cfac7e	Fix and enforce new lines at the end of files.	2024-12-30 04:14:59 -05:00
patientx	cd869622df	Merge branch 'comfyanonymous:master' into master	2024-12-30 11:54:26 +03:00
Jedrzej Kosinski	3507870535	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' (#6273)	2024-12-30 03:42:49 -05:00
patientx	cd502aa403	Merge branch 'comfyanonymous:master' into master	2024-12-29 13:09:24 +03:00
comfyanonymous	a618f768e0	Auto reshape 2d to 3d latent for single image generation on video model.	2024-12-29 02:26:49 -05:00
patientx	9f71405928	Merge branch 'comfyanonymous:master' into master	2024-12-28 14:38:54 +03:00
comfyanonymous	b504bd606d	Add ruff rule for empty line with trailing whitespace.	2024-12-28 05:23:08 -05:00
patientx	b7c91dd68c	Merge branch 'comfyanonymous:master' into master	2024-12-28 12:02:44 +03:00
comfyanonymous	d170292594	Remove some trailing white space.	2024-12-27 18:02:30 -05:00
filtered	9cfd185676	Add option to log non-error output to stdout (#6243) ... * nit * Add option to log non-error output to stdout - No change to default behaviour - Adds CLI argument: --log-stdout - With this arg present, any logging of a level below logging.ERROR will be sent to stdout instead of stderr	2024-12-27 14:40:05 -05:00
patientx	b2a9683d75	Merge branch 'comfyanonymous:master' into master	2024-12-27 15:38:26 +03:00
comfyanonymous	4b5bcd8ac4	Closer memory estimation for hunyuan dit model.	2024-12-27 07:37:00 -05:00
comfyanonymous	ceb50b2cbf	Closer memory estimation for pixart models.	2024-12-27 07:30:09 -05:00
patientx	4590f75633	Merge branch 'comfyanonymous:master' into master	2024-12-27 09:59:51 +03:00
comfyanonymous	160ca08138	Use python 3.9 in launch test instead of 3.8 ... Fix ruff check.	2024-12-26 20:05:54 -05:00
Huazhong Ji	c4bfdba330	Support ascend npu (#5436) ... * support ascend npu Co-authored-by: YukMingLaw <lymmm2@163.com> Co-authored-by: starmountain1997 <guozr1997@hotmail.com> Co-authored-by: Ginray <ginray0215@gmail.com>	2024-12-26 19:36:50 -05:00
patientx	1f9acbbfca	Merge branch 'comfyanonymous:master' into master	2024-12-26 23:22:48 +03:00
comfyanonymous	ee9547ba31	Improve temporal VAE Encode (Tiled) math.	2024-12-26 07:18:49 -05:00
patientx	49fa16cc7a	Merge branch 'comfyanonymous:master' into master	2024-12-25 14:05:18 +03:00
comfyanonymous	19a64d6291	Cleanup some mac related code.	2024-12-25 05:32:51 -05:00
comfyanonymous	b486885e08	Disable bfloat16 on older mac.	2024-12-25 05:18:50 -05:00
comfyanonymous	0229228f3f	Clean up the VAE dtypes code.	2024-12-25 04:50:34 -05:00
comfyanonymous	99a1fb6027	Make fast fp8 take a bit less peak memory.	2024-12-24 18:05:19 -05:00
patientx	077ebf7b17	Merge branch 'comfyanonymous:master' into master	2024-12-24 16:53:56 +03:00
comfyanonymous	73e04987f7	Prevent black images in VAE Decode (Tiled) node. ... Overlap should be minimum 1 with tiling 2 for tiled temporal VAE decoding.	2024-12-24 07:36:30 -05:00
comfyanonymous	5388df784a	Add temporal tiling to VAE Encode (Tiled) node.	2024-12-24 07:10:09 -05:00
patientx	0f7b4f063d	Merge branch 'comfyanonymous:master' into master	2024-12-24 15:06:02 +03:00
comfyanonymous	bc6dac4327	Add temporal tiling to VAE Decode (Tiled) node. ... You can now do tiled VAE decoding on the temporal direction for videos.	2024-12-23 20:03:37 -05:00
patientx	00afa8b34f	Merge branch 'comfyanonymous:master' into master	2024-12-23 11:36:49 +03:00
comfyanonymous	15564688ed	Add a try except block so if torch version is weird it won't crash.	2024-12-23 03:22:48 -05:00
Simon Lui	c6b9c11ef6	Add oneAPI device selector for xpu and some other changes. (#6112) ... * Add oneAPI device selector and some other minor changes. * Fix device selector variable name. * Flip minor version check sign. * Undo changes to README.md.	2024-12-23 03:18:32 -05:00
patientx	403a081215	Merge branch 'comfyanonymous:master' into master	2024-12-23 10:33:06 +03:00
comfyanonymous	e44d0ac7f7	Make --novram completely offload weights. ... This flag is mainly used for testing the weight offloading, it shouldn't actually be used in practice. Remove useless import.	2024-12-23 01:51:08 -05:00
comfyanonymous	56bc64f351	Comment out some useless code.	2024-12-22 23:51:14 -05:00
zhangp365	f7d83b72e0	fixed a bug in ldm/pixart/blocks.py (#6158)	2024-12-22 23:44:20 -05:00
comfyanonymous	80f07952d2	Fix lowvram issue with ltxv vae.	2024-12-22 23:20:17 -05:00
patientx	757335d901	Update supported_models.py	2024-12-23 02:54:49 +03:00
patientx	713eca2176	Update supported_models.py	2024-12-23 02:32:50 +03:00
patientx	e9d8cad2f0	Merge branch 'comfyanonymous:master' into master	2024-12-22 16:56:29 +03:00
comfyanonymous	57f330caf9	Relax minimum ratio of weights loaded in memory on nvidia. ... This should make it possible to do higher res images/longer videos by further offloading weights to CPU memory. Please report an issue if this slows down things on your system.	2024-12-22 03:06:37 -05:00
patientx	88ae56dcf9	Merge branch 'comfyanonymous:master' into master	2024-12-21 15:52:28 +03:00
comfyanonymous	da13b6b827	Get rid of meshgrid warning.	2024-12-20 18:02:12 -05:00
comfyanonymous	c86cd58573	Remove useless code.	2024-12-20 17:50:03 -05:00
comfyanonymous	b5fe39211a	Remove some useless code.	2024-12-20 17:43:50 -05:00
patientx	4d64ade41f	Merge branch 'comfyanonymous:master' into master	2024-12-21 01:30:32 +03:00
comfyanonymous	e946667216	Some fixes/cleanups to pixart code. ... Commented out the masking related code because it is never used in this implementation.	2024-12-20 17:10:52 -05:00
patientx	37fc9a3ff2	Merge branch 'comfyanonymous:master' into master	2024-12-21 00:37:40 +03:00
Chenlei Hu	d7969cb070	Replace print with logging (#6138) ... * Replace print with logging * nit * nit * nit * nit * nit * nit	2024-12-20 16:24:55 -05:00
City	bddb02660c	Add PixArt model support (#6055) ... * PixArt initial version * PixArt Diffusers convert logic * pos_emb and interpolation logic * Reduce duplicate code * Formatting * Use optimized attention * Edit empty token logic * Basic PixArt LoRA support * Fix aspect ratio logic * PixArtAlpha text encode with conds * Use same detection key logic for PixArt diffusers	2024-12-20 15:25:00 -05:00
patientx	07ea41ecc1	Merge branch 'comfyanonymous:master' into master	2024-12-20 13:06:18 +03:00
comfyanonymous	418eb7062d	Support new LTXV VAE.	2024-12-20 04:38:29 -05:00
patientx	ebf13dfe56	Merge branch 'comfyanonymous:master' into master	2024-12-20 10:05:56 +03:00
comfyanonymous	cac68ca813	Fix some more video tiled encode issues. ... The downscale_ratio formula for the temporal had issues with some frame numbers.	2024-12-19 23:14:03 -05:00
comfyanonymous	52c1d933b2	Fix tiled hunyuan video VAE encode issue. ... Some shapes like 1024x1024 with tile_size 256 and overlap 64 had issues.	2024-12-19 22:55:15 -05:00
comfyanonymous	2dda7c11a3	More proper fix for the memory issue.	2024-12-19 16:21:56 -05:00
comfyanonymous	3ad3248ad7	Fix lowvram bug when using a model multiple times in a row. ... The memory system would load an extra 64MB each time until either the model was completely in memory or OOM.	2024-12-19 16:04:56 -05:00
patientx	778005af3d	Merge branch 'comfyanonymous:master' into master	2024-12-19 14:51:33 +03:00
comfyanonymous	c441048a4f	Make VAE Encode tiled node work with video VAE.	2024-12-19 05:31:39 -05:00
comfyanonymous	9f4b181ab3	Add fast previews for hunyuan video.	2024-12-18 18:24:23 -05:00
comfyanonymous	cbbf077593	Small optimizations.	2024-12-18 18:23:28 -05:00
patientx	43a0204b07	Merge branch 'comfyanonymous:master' into master	2024-12-18 15:17:15 +03:00
comfyanonymous	ff2ff02168	Support old diffusion-pipe hunyuan video loras.	2024-12-18 06:23:54 -05:00
patientx	947aba46c3	Merge branch 'comfyanonymous:master' into master	2024-12-18 12:33:32 +03:00
comfyanonymous	4c5c4ddeda	Fix regression in VAE code on old pytorch versions.	2024-12-18 03:08:28 -05:00
patientx	c062723ca5	Merge branch 'comfyanonymous:master' into master	2024-12-18 10:16:43 +03:00
comfyanonymous	37e5390f5f	Add: --use-sage-attention to enable SageAttention. ... You need to have the library installed first.	2024-12-18 01:56:10 -05:00
comfyanonymous	a4f59bc65e	Pick attention implementation based on device in llama code.	2024-12-18 01:30:20 -05:00
patientx	0e5fa013b2	Merge branch 'comfyanonymous:master' into master	2024-12-18 00:43:24 +03:00
comfyanonymous	ca457f7ba1	Properly tokenize the template for hunyuan video.	2024-12-17 16:22:02 -05:00
comfyanonymous	cd6f615038	Fix tiled vae not working with some shapes.	2024-12-17 16:22:02 -05:00
patientx	4ace4e9ecb	Merge branch 'comfyanonymous:master' into master	2024-12-17 19:55:56 +03:00
comfyanonymous	e4e1bff605	Support diffusion-pipe hunyuan video lora format.	2024-12-17 07:14:21 -05:00
patientx	dc574cdc47	Merge branch 'comfyanonymous:master' into master	2024-12-17 13:57:30 +03:00
comfyanonymous	d6656b0c0c	Support llama hunyuan video text encoder in scaled fp8 format.	2024-12-17 04:19:22 -05:00
comfyanonymous	f4cdedea62	Fix regression with ltxv VAE.	2024-12-17 02:17:31 -05:00
comfyanonymous	39b1fc4ccc	Adjust used dtypes for hunyuan video VAE and diffusion model.	2024-12-16 23:31:10 -05:00
comfyanonymous	bda1482a27	Basic Hunyuan Video model support.	2024-12-16 19:35:40 -05:00
comfyanonymous	19ee5d9d8b	Don't expand mask when not necessary. ... Expanding seems to slow down inference.	2024-12-16 18:22:50 -05:00
Raphael Walker	61b50720d0	Add support for attention masking in Flux (#5942) ... * fix attention OOM in xformers * allow passing attention mask in flux attention * allow an attn_mask in flux * attn masks can be done using replace patches instead of a separate dict * fix return types * fix return order * enumerate * patch the right keys * arg names * fix a silly bug * fix xformers masks * replace match with if, elif, else * mask with image_ref_size * remove unused import * remove unused import 2 * fix pytorch/xformers attention This corrects a weird inconsistency with skip_reshape. It also allows masks of various shapes to be passed, which will be automtically expanded (in a memory-efficient way) to a size that is compatible with xformers or pytorch sdpa respectively. * fix mask shapes	2024-12-16 18:21:17 -05:00
patientx	9704e3e617	Merge branch 'comfyanonymous:master' into master	2024-12-14 14:24:39 +03:00
comfyanonymous	e83063bf24	Support conv3d in PatchEmbed.	2024-12-14 05:46:04 -05:00
patientx	fd2eeb5e30	Merge branch 'comfyanonymous:master' into master	2024-12-13 16:09:33 +03:00
comfyanonymous	4e14032c02	Make pad_to_patch_size function work on multi dim.	2024-12-13 07:22:05 -05:00
patientx	3218ed8559	Merge branch 'comfyanonymous:master' into master	2024-12-13 11:21:47 +03:00
Chenlei Hu	563291ee51	Enforce all pyflake lint rules (#6033) ... * Enforce F821 undefined-name * Enforce all pyflake lint rules	2024-12-12 19:29:37 -05:00
Chenlei Hu	2cddbf0821	Lint and fix undefined names (1/N) (#6028)	2024-12-12 18:55:26 -05:00
Chenlei Hu	60749f345d	Lint and fix undefined names (3/N) (#6030)	2024-12-12 18:49:40 -05:00
Chenlei Hu	d9d7f3c619	Lint all unused variables (#5989) ... * Enable F841 * Autofix * Remove all unused variable assignment	2024-12-12 17:59:16 -05:00
patientx	5d059779d3	Merge branch 'comfyanonymous:master' into master	2024-12-12 15:26:42 +03:00
comfyanonymous	fd5dfb812c	Set initial load devices for te and model to mps device on mac.	2024-12-12 06:00:31 -05:00
patientx	0759f96414	Merge branch 'comfyanonymous:master' into master	2024-12-11 23:05:47 +03:00
comfyanonymous	7a7efe8424	Support loading some checkpoint files with nested dicts.	2024-12-11 08:04:54 -05:00
patientx	3b1247c8af	Merge branch 'comfyanonymous:master' into master	2024-12-11 12:14:46 +03:00
comfyanonymous	44db978531	Fix a few things in text enc code for models with no eos token.	2024-12-10 23:07:26 -05:00
patientx	3254013ec2	Merge branch 'comfyanonymous:master' into master	2024-12-11 00:42:55 +03:00
comfyanonymous	1c8d11e48a	Support different types of tokenizers. ... Support tokenizers without an eos token. Pass full sentences to tokenizer for more efficient tokenizing.	2024-12-10 15:03:39 -05:00
patientx	be4b0b5515	Merge branch 'comfyanonymous:master' into master	2024-12-10 15:06:50 +03:00
catboxanon	23827ca312	Add cond_scale to sampler_post_cfg_function (#5985)	2024-12-09 20:13:18 -05:00
patientx	7788049e2e	Merge branch 'comfyanonymous:master' into master	2024-12-10 01:10:54 +03:00
Chenlei Hu	0fd4e6c778	Lint unused import (#5973) ... * Lint unused import * nit * Remove unused imports * revert fix_torch import * nit	2024-12-09 15:24:39 -05:00
comfyanonymous	e2fafe0686	Make CLIP set last layer node work with t5 models.	2024-12-09 03:57:14 -05:00
Haoming	fbf68c4e52	clamp input (#5928)	2024-12-07 14:00:31 -05:00
patientx	025d9ed896	Merge branch 'comfyanonymous:master' into master	2024-12-07 00:34:25 +03:00
comfyanonymous	8af9a91e0c	A few improvements to #5937.	2024-12-06 05:49:15 -05:00
Michael Kupchick	005d2d3a13	ltxv: add noise to guidance image to ensure generated motion. (#5937)	2024-12-06 05:46:08 -05:00
comfyanonymous	1e21f4c14e	Make timestep ranges more usable on rectified flow models. ... This breaks some old workflows but should make the nodes actually useful.	2024-12-05 16:40:58 -05:00
patientx	d35238f60a	Merge branch 'comfyanonymous:master' into master	2024-12-04 23:52:16 +03:00
Chenlei Hu	48272448ad	[Developer Experience] Add node typing (#5676) ... * [Developer Experience] Add node typing * Shim StrEnum * nit * nit * nit	2024-12-04 15:01:00 -05:00
patientx	743d281f78	Merge branch 'comfyanonymous:master' into master	2024-12-03 23:53:57 +03:00
comfyanonymous	452179fe4f	Make ModelPatcher class clone function work with inheritance.	2024-12-03 13:57:57 -05:00
patientx	b826d3e8c2	Merge branch 'comfyanonymous:master' into master	2024-12-03 14:51:59 +03:00
comfyanonymous	c1b92b719d	Some optimizations to euler a.	2024-12-03 06:11:52 -05:00
comfyanonymous	57e8bf6a9f	Fix case where a memory leak could cause crash. ... Now the only symptom of code messing up and keeping references to a model object when it should not will be endless prints in the log instead of the next workflow crashing ComfyUI.	2024-12-02 19:49:49 -05:00