1891 Commits

Author	SHA1	Message	Date
comfyanonymous	0e6221cc79	Add some warnings for pin and unpin errors. (#11561)	2025-12-29 18:26:42 -05:00
rattus	9ca7e143af	mm: discard async errors from pinning failures (#10738) ... Pretty much every error cudaHostRegister can throw also queues the same error on the async GPU queue. This was fixed for repinning error case, but there is the bad mmap and just enomem cases that are harder to detect. Do some dummy GPU work to clean the error state.	2025-12-29 18:19:34 -05:00
comfyanonymous	8fd07170f1	Comment out unused norm_final in lumina/z image model. (#11545)	2025-12-28 22:07:25 -05:00
comfyanonymous	2943093a53	Enable async offload by default for AMD. (#11534)	2025-12-27 18:54:15 -05:00
comfyanonymous	1e4e342f54	Fix noise with ancestral samplers when inferencing on cpu. (#11528)	2025-12-26 22:03:01 -05:00
comfyanonymous	fb478f679a	Only apply gemma quant config to gemma model for newbie. (#11436)	2025-12-20 01:02:43 -05:00
woctordho	4c432c11ed	Implement Jina CLIP v2 and NewBie dual CLIP (#11415) ... * Implement Jina CLIP v2 * Support quantized Gemma in NewBie dual CLIP	2025-12-20 00:57:22 -05:00
comfyanonymous	31e961736a	Fix issue with batches and newbie. (#11435)	2025-12-20 00:23:51 -05:00
comfyanonymous	3ab9748903	Disable prompt weights on newbie te. (#11434)	2025-12-20 00:19:47 -05:00
woctordho	0aa7fa464e	Implement sliding attention in Gemma3 (#11409)	2025-12-20 00:16:46 -05:00
drozbay	514c24d756	Fix error from logging line (#11423) ... Co-authored-by: ozbayb <17261091+ozbayb@users.noreply.github.com>	2025-12-19 20:22:45 -08:00
comfyanonymous	809ce68749	Support nested tensor denoise masks. (#11431)	2025-12-19 19:59:25 -05:00
BradPepersAMD	cc4ddba1b6	Allow enabling use of MIOpen by setting COMFYUI_ENABLE_MIOPEN=1 as an env var (#11366)	2025-12-19 17:01:50 -05:00
comfyanonymous	28eaab608b	Diffusion model part of Qwen Image Layered. (#11408) ... Only thing missing after this is some nodes to make using it easier.	2025-12-18 20:21:14 -05:00
comfyanonymous	6a2678ac65	Trim/pad channels in VAE code. (#11406)	2025-12-18 18:22:38 -05:00
comfyanonymous	e4fb3a3572	Support loading Wan/Qwen VAEs with different in/out channels. (#11405)	2025-12-18 17:45:33 -05:00
comfyanonymous	bf7dc63bd6	skip_load_model -> force_full_load (#11390) ... This should be a bit more clear and less prone to potential breakage if the logic of the load models changes a bit.	2025-12-17 23:29:32 -05:00
Kohaku-Blueleaf	86dbb89fc9	Resolution bucketing and Trainer implementation refactoring (#11117)	2025-12-17 22:15:27 -05:00
chaObserv	5d9ad0c6bf	Fix the last step with non-zero sigma in sa_solver (#11380)	2025-12-17 13:57:40 -05:00
chaObserv	827bb1512b	Add exp_heun_2_x0 sampler series (#11360)	2025-12-16 23:35:43 -05:00
comfyanonymous	ffdd53b327	Check state dict key to auto enable the index_timestep_zero ref method. (#11362)	2025-12-16 17:03:17 -05:00
comfyanonymous	bc606d7d64	Add a way to set the default ref method in the qwen image code. (#11349)	2025-12-16 01:26:55 -05:00
comfyanonymous	683569de55	Only enable fp16 on ZImage on newer pytorch. (#11344)	2025-12-15 22:33:27 -05:00
Haoming	ea2c117bc3	[BlockInfo] Wan (#10845) ... * block info * animate * tensor * device * revert	2025-12-15 17:59:16 -08:00
Haoming	fc4af86068	[BlockInfo] Lumina (#11227) ... * block info * device * Make tensor int again --------- Co-authored-by: Jedrzej Kosinski <kosinkadink1@gmail.com>	2025-12-15 17:57:28 -08:00
comfyanonymous	70541d4e77	Support the new qwen edit 2511 reference method. (#11340) ... index_timestep_zero can be selected in the FluxKontextMultiReferenceLatentMethod now with the display name set to the more generic "Edit Model Reference Method" node.	2025-12-15 19:20:34 -05:00
drozbay	77b2f7c228	Add context windows callback for custom cond handling (#11208) ... Co-authored-by: ozbayb <17261091+ozbayb@users.noreply.github.com>	2025-12-15 16:06:32 -08:00
Dr.Lt.Data	dbd330454a	feat(preview): add per-queue live preview method override (#11261) ... - Add set_preview_method() to override live preview method per queue item - Read extra_data.preview_method from /prompt request - Support values: taesd, latent2rgb, none, auto, default - "default" or unset uses server's CLI --preview-method setting - Add 44 tests (37 unit + 7 E2E)	2025-12-15 15:57:39 -08:00
comfyanonymous	5ac3b26a7d	Update warning for old pytorch version. (#11319) ... Versions below 2.4 are no longer supported. We will not break support on purpose but will not fix it if we do.	2025-12-14 04:02:50 -05:00
chaObserv	6592bffc60	seeds_2: add phi_2 variant and sampler node (#11309) ... * Add phi_2 solver type to seeds_2 * Add sampler node of seeds_2	2025-12-14 00:03:29 -05:00
comfyanonymous	971cefe7d4	Fix pytorch warnings. (#11314)	2025-12-13 18:45:23 -05:00
comfyanonymous	da2bfb5b0a	Basic implementation of z image fun control union 2.0 (#11304) ... The inpaint part is currently missing and will be implemented later. I think they messed up this model pretty bad. They added some control_noise_refiner blocks but don't actually use them. There is a typo in their code so instead of doing control_noise_refiner -> control_layers it runs the whole control_layers twice. Unfortunately they trained with this typo so the model works but is kind of slow and would probably perform a lot better if they corrected their code and trained it again.	2025-12-13 01:39:11 -05:00
comfyanonymous	c5a47a1692	Fix bias dtype issue in mixed ops. (#11293)	2025-12-12 11:49:35 -05:00
comfyanonymous	5495589db3	Respect the dtype the op was initialized in for non quant mixed op. (#11282)	2025-12-11 23:32:27 -05:00
comfyanonymous	eeb020b9b7	Better chroma radiance and other models vram estimation. (#11278)	2025-12-11 17:33:09 -05:00
comfyanonymous	ae65433a60	This only works on radiance. (#11277)	2025-12-11 17:15:00 -05:00
comfyanonymous	fdebe18296	Fix regular chroma radiance (#11276)	2025-12-11 17:09:35 -05:00
comfyanonymous	f8321eb57b	Adjust memory usage factor. (#11257)	2025-12-11 01:30:31 -05:00
Farshore	e711aaf1a7	Lower VAE loading requirements：Create a new branch for GPU memory calculations in qwen-image vae (#11199)	2025-12-10 22:02:26 -05:00
comfyanonymous	17c92a9f28	Tweak Z Image memory estimation. (#11254)	2025-12-10 19:59:48 -05:00
comfyanonymous	791e30ff50	Fix nan issue when quantizing fp16 tensor. (#11213)	2025-12-09 17:03:21 -05:00
Jukka Seppänen	e2a800e7ef	Fix for HunyuanVideo1.5 meanflow distil (#11212)	2025-12-09 16:59:16 -05:00
rattus	9d252f3b70	ops: delete dead code (#11204) ... This became dead code in https://github.com/comfyanonymous/ComfyUI/pull/11069	2025-12-09 00:55:13 -05:00
Lodestone	b9fb542703	add chroma-radiance-x0 mode (#11197)	2025-12-08 23:33:29 -05:00
rattus	e136b6dbb0	dequantization offload accounting (fixes Flux2 OOMs - incl TEs) (#11171) ... * make setattr safe for non existent attributes Handle the case where the attribute doesnt exist by returning a static sentinel (distinct from None). If the sentinel is passed in as the set value, del the attr. * Account for dequantization and type-casts in offload costs When measuring the cost of offload, identify weights that need a type change or dequantization and add the size of the conversion result to the offload cost. This is mutually exclusive with lowvram patches which already has a large conservative estimate and wont overlap the dequant cost so\ dont double count. * Set the compute type on CLIP MPs So that the loader can know the size of weights for dequant accounting.	2025-12-08 23:21:31 -05:00
comfyanonymous	d50f342c90	Fix potential issue. (#11201)	2025-12-08 23:20:04 -05:00
comfyanonymous	3b0368aa34	Fix regression. (#11194)	2025-12-08 17:38:36 -05:00
rattus	60ee574748	retune lowVramPatch VRAM accounting (#11173) ... In the lowvram case, this now does its math in the model dtype in the post de-quantization domain. Account for that. The patching was also put back on the compute stream getting it off-peak so relax the MATH_FACTOR to only x2 so get out of the worst-case assumption of everything peaking at once.	2025-12-08 15:18:06 -05:00
dxqb	8e889c535d	Support "transformer." LoRA prefix for Z-Image (#11135)	2025-12-08 15:17:26 -05:00
comfyanonymous	56fa7dbe38	Properly load the newbie diffusion model. (#11172) ... There is still one of the text encoders missing and I didn't actually test it.	2025-12-07 07:44:55 -05:00