2348 Commits

Author	SHA1	Message	Date
patientx	d8528ac31e	Merge branch 'comfyanonymous:master' into master	2025-10-29 12:42:07 +03:00
comfyanonymous	e525673f72	Fix issue. (#10527)	2025-10-29 00:37:00 -04:00
comfyanonymous	3fa7a5c04a	Speed up offloading using pinned memory. (#10526) ... To enable this feature use: --fast pinned_memory	2025-10-29 00:21:01 -04:00
contentis	8817f8fc14	Mixed Precision Quantization System (#10498) ... * Implement mixed precision operations with a registry design and metadate for quant spec in checkpoint. * Updated design using Tensor Subclasses * Fix FP8 MM * An actually functional POC * Remove CK reference and ensure correct compute dtype * Update unit tests * ruff lint * Implement mixed precision operations with a registry design and metadate for quant spec in checkpoint. * Updated design using Tensor Subclasses * Fix FP8 MM * An actually functional POC * Remove CK reference and ensure correct compute dtype * Update unit tests * ruff lint * Fix missing keys * Rename quant dtype parameter * Rename quant dtype parameter * Fix unittests for CPU build	2025-10-28 16:20:53 -04:00
patientx	8590e1f713	Merge branch 'comfyanonymous:master' into master	2025-10-26 14:29:29 +03:00
comfyanonymous	f6bbc1ac84	Fix mistake. (#10484)	2025-10-25 23:07:29 -04:00
comfyanonymous	098a352f13	Add warning for torch-directml usage (#10482) ... Added a warning message about the state of torch-directml.	2025-10-25 20:05:22 -04:00
comfyanonymous	426cde37f1	Remove useless function (#10472)	2025-10-24 19:56:51 -04:00
patientx	0b5b11787f	Merge branch 'comfyanonymous:master' into master	2025-10-24 13:17:09 +03:00
comfyanonymous	1bcda6df98	WIP way to support multi multi dimensional latents. (#10456)	2025-10-23 21:21:14 -04:00
patientx	043932cb67	Merge pull request #347 from nota-rudveld/patch-2 ... fix: check for version compatibility before calling PyTorch method	2025-10-23 02:28:35 +03:00
patientx	d4bcb93575	Merge branch 'comfyanonymous:master' into master	2025-10-22 11:34:33 +03:00
comfyanonymous	9cdc64998f	Only disable cudnn on newer AMD GPUs. (#10437)	2025-10-21 19:15:23 -04:00
patientx	5bf1c8be44	Merge branch 'comfyanonymous:master' into master	2025-10-21 03:49:14 +03:00
nota-rudveld	c1c044c8cb	fix: check for version compatibility before calling PyTorch method	2025-10-20 17:28:14 -04:00
comfyanonymous	2c2aa409b0	Log message for cudnn disable on AMD. (#10418)	2025-10-20 15:43:24 -04:00
patientx	657a7872ab	Merge branch 'comfyanonymous:master' into master	2025-10-19 15:20:17 +03:00
comfyanonymous	b4f30bd408	Pytorch is stupid. (#10398)	2025-10-19 01:25:35 -04:00
comfyanonymous	dad076aee6	Speed up chroma radiance. (#10395)	2025-10-18 23:19:52 -04:00
comfyanonymous	0cf33953a7	Fix batch size above 1 giving bad output in chroma radiance. (#10394)	2025-10-18 23:15:34 -04:00
comfyanonymous	5b80addafd	Turn off cuda malloc by default when --fast autotune is turned on. (#10393)	2025-10-18 22:35:46 -04:00
comfyanonymous	9da397ea2f	Disable torch compiler for cast_bias_weight function (#10384) ... * Disable torch compiler for cast_bias_weight function * Fix torch compile.	2025-10-17 20:03:28 -04:00
patientx	76dde47dbb	Merge branch 'comfyanonymous:master' into master	2025-10-18 00:05:02 +03:00
comfyanonymous	b1293d50ef	workaround also works on cudnn 91200 (#10375)	2025-10-16 19:59:56 -04:00
comfyanonymous	19b466160c	Workaround for nvidia issue where VAE uses 3x more memory on torch 2.9 (#10373)	2025-10-16 18:16:03 -04:00
patientx	7b0643ada1	Merge branch 'comfyanonymous:master' into master	2025-10-16 16:40:50 +03:00
Faych	afa8a24fe1	refactor: Replace manual patches merging with merge_nested_dicts (#10360)	2025-10-15 17:16:09 -07:00
Jedrzej Kosinski	493b81e48f	Fix order of inputs nested merge_nested_dicts (#10362)	2025-10-15 16:47:26 -07:00
patientx	26589a3a0b	Merge branch 'comfyanonymous:master' into master	2025-10-15 12:18:21 +03:00
comfyanonymous	1c10b33f9b	gfx942 doesn't support fp8 operations. (#10348)	2025-10-15 00:21:11 -04:00
comfyanonymous	3374e900d0	Faster workflow cancelling. (#10301)	2025-10-13 23:43:53 -04:00
comfyanonymous	dfff7e5332	Better memory estimation for the SD/Flux VAE on AMD. (#10334)	2025-10-13 22:37:19 -04:00
comfyanonymous	e4ea393666	Fix loading old stable diffusion ckpt files on newer numpy. (#10333)	2025-10-13 22:18:58 -04:00
comfyanonymous	c8674bc6e9	Enable RDNA4 pytorch attention on ROCm 7.0 and up. (#10332)	2025-10-13 21:19:03 -04:00
patientx	eae7a58e60	Merge branch 'comfyanonymous:master' into master	2025-10-14 02:07:30 +03:00
rattus128	95ca2e56c8	WAN2.2: Fix cache VRAM leak on error (#10308) ... Same change pattern as 7e8dd275c2 applied to WAN2.2 If this suffers an exception (such as a VRAM oom) it will leave the encode() and decode() methods which skips the cleanup of the WAN feature cache. The comfy node cache then ultimately keeps a reference this object which is in turn reffing large tensors from the failed execution. The feature cache is currently setup at a class variable on the encoder/decoder however, the encode and decode functions always clear it on both entry and exit of normal execution. Its likely the design intent is this is usable as a streaming encoder where the input comes in batches, however the functions as they are today don't support that. So simplify by bringing the cache back to local variable, so that if it does VRAM OOM the cache itself is properly garbage when the encode()/decode() functions dissappear from the stack.	2025-10-13 15:23:11 -04:00
comfyanonymous	e693e4db6a	Always set diffusion model to eval() mode. (#10331)	2025-10-13 14:57:27 -04:00
patientx	fa7942933b	Merge branch 'comfyanonymous:master' into master	2025-10-12 13:56:39 +03:00
comfyanonymous	a125cd84b0	Improve AMD performance. (#10302) ... I honestly have no idea why this improves things but it does.	2025-10-12 00:28:01 -04:00
comfyanonymous	84e9ce32c6	Implement the mmaudio VAE. (#10300)	2025-10-11 22:57:23 -04:00
patientx	aa6afacc01	Merge branch 'comfyanonymous:master' into master	2025-10-10 02:25:35 +03:00
comfyanonymous	f1dd6e50f8	Fix bug with applying loras on fp8 scaled without fp8 ops. (#10279)	2025-10-09 19:02:40 -04:00
patientx	3553ce45e5	Merge branch 'comfyanonymous:master' into master	2025-10-09 23:40:21 +03:00
comfyanonymous	139addd53c	More surgical fix for #10267 (#10276)	2025-10-09 16:37:35 -04:00
patientx	77fc639ed2	Merge branch 'comfyanonymous:master' into master	2025-10-09 15:55:12 +03:00
comfyanonymous	6e59934089	Refactor model sampling sigmas code. (#10250)	2025-10-08 17:49:02 -04:00
patientx	2502069447	Merge branch 'comfyanonymous:master' into master	2025-10-07 14:02:12 +03:00
comfyanonymous	8aea746212	Implement gemma 3 as a text encoder. (#10241) ... Not useful yet.	2025-10-06 22:08:08 -04:00
patientx	e5c08bb5c2	Merge branch 'comfyanonymous:master' into master	2025-10-06 00:08:39 +03:00
comfyanonymous	195e0b0639	Remove useless code. (#10223)	2025-10-05 15:41:19 -04:00