2391 Commits

Author	SHA1	Message	Date
patientx	fc93a6f534	Merge branch 'comfyanonymous:master' into master	2025-08-28 02:22:15 +03:00
Gangin Park	3aad339b63	Add DPM++ 2M SDE Heun (RES) sampler (#9542)	2025-08-27 19:07:31 -04:00
comfyanonymous	491755325c	Better s2v memory estimation. (#9584)	2025-08-27 19:02:42 -04:00
Christopher Anderson	cf22cbd8d5	Added env_var for cudnn.benchmark	2025-08-28 09:00:08 +10:00
comfyanonymous	496888fd68	Improve s2v performance when generating videos longer than 120 frames. (#9582)	2025-08-27 16:06:40 -04:00
comfyanonymous	b5ac6ed7ce	Fixes to make controlnet type models work on qwen edit and kontext. (#9581)	2025-08-27 15:26:28 -04:00
Kohaku-Blueleaf	b20ba1f27c	Fix #9537 (#9576)	2025-08-27 12:45:02 -04:00
patientx	eeab23fc0b	Merge branch 'comfyanonymous:master' into master	2025-08-27 10:07:57 +03:00
comfyanonymous	88aee596a3	WIP Wan 2.2 S2V model. (#9568)	2025-08-27 01:10:34 -04:00
patientx	c1aef0126d	Merge pull request #276 from sfinktah/sfink-cudnn-benchmark-env ... Deleted torch.backends.cudnn.benchmark line, defaults are fine	2025-08-26 19:34:35 +03:00
patientx	1efeba7066	Merge branch 'comfyanonymous:master' into master	2025-08-26 10:41:38 +03:00
comfyanonymous	914c2a2973	Implement wav2vec2 as an audio encoder model. (#9549) ... This is useless on its own but there are multiple models that use it.	2025-08-25 23:26:47 -04:00
Christopher Anderson	110cb0a9d9	Deleted torch.backends.cudnn.benchmark line, defaults are fine	2025-08-26 08:43:31 +10:00
Christopher Anderson	1b9a3b12c2	had to move cudnn disablement up much higher	2025-08-25 14:11:54 +10:00
Christopher Anderson	cd3d60254b	argggh, white space hell	2025-08-25 09:52:58 +10:00
Christopher Anderson	184fa5921f	worst PR ever, really.	2025-08-25 09:42:27 +10:00
Christopher Anderson	33c43b68c3	worst PR ever	2025-08-25 09:38:22 +10:00
Christopher Anderson	2a06dc8e87	Merge remote-tracking branch 'origin/sfink-cudnn-env' into sfink-cudnn-env ... # Conflicts: # comfy/customzluda/zluda.py	2025-08-25 09:34:32 +10:00
Christopher Anderson	3504eeeb4a	rebased onto upstream master (woops)	2025-08-25 09:32:34 +10:00
Christopher Anderson	7eda4587be	Added env var TORCH_BACKENDS_CUDNN_ENABLED, defaults to 1.	2025-08-25 09:31:12 +10:00
Christopher Anderson	954644ef83	Added env var TORCH_BACKENDS_CUDNN_ENABLED, defaults to 1.	2025-08-25 08:56:48 +10:00
Rando717	053a6b95e5	Update zluda.py (MEM_BUS_WIDTH) ... Added more cards, mostly RDNA(1) and Radeon Pro. Reasoning: Every time zluda.py gets update I have to manually add 256 for my RX 5700, otherwise it default to 128. Also, manual local edits fails at git pull.	2025-08-24 18:39:40 +02:00
patientx	c92a07594b	Update zluda.py	2025-08-24 12:01:20 +03:00
patientx	dba9d20791	Update zluda.py	2025-08-24 10:23:30 +03:00
patientx	cdc04b5a8a	Merge branch 'comfyanonymous:master' into master	2025-08-23 07:47:07 +03:00
comfyanonymous	41048c69b4	Fix Conditioning masks on 3d latents. (#9506)	2025-08-22 23:15:44 -04:00
Jedrzej Kosinski	fc247150fe	Implement EasyCache and Invent LazyCache (#9496) ... * Attempting a universal implementation of EasyCache, starting with flux as test; I screwed up the math a bit, but when I set it just right it works. * Fixed math to make threshold work as expected, refactored code to use EasyCacheHolder instead of a dict wrapped by object * Use sigmas from transformer_options instead of timesteps to be compatible with a greater amount of models, make end_percent work * Make log statement when not skipping useful, preparing for per-cond caching * Added DIFFUSION_MODEL wrapper around forward function for wan model * Add subsampling for heuristic inputs * Add subsampling to output_prev (output_prev_subsampled now) * Properly consider conds in EasyCache logic * Created SuperEasyCache to test what happens if caching and reuse is moved outside the scope of conds, added PREDICT_NOISE wrapper to facilitate this test * Change max reuse_threshold to 3.0 * Mark EasyCache/SuperEasyCache as experimental (beta) * Make Lumina2 compatible with EasyCache * Add EasyCache support for Qwen Image * Fix missing comma, curse you Cursor * Add EasyCache support to AceStep * Add EasyCache support to Chroma * Added EasyCache support to Cosmos Predict t2i * Make EasyCache not crash with Cosmos Predict ImagToVideo latents, but does not work well at all * Add EasyCache support to hidream * Added EasyCache support to hunyuan video * Added EasyCache support to hunyuan3d * Added EasyCache support to LTXV (not very good, but does not crash) * Implemented EasyCache for aura_flow * Renamed SuperEasyCache to LazyCache, hardcoded subsample_factor to 8 on nodes * Eatra logging when verbose is true for EasyCache	2025-08-22 22:41:08 -04:00
contentis	fe31ad0276	Add elementwise fusions (#9495) ... * Add elementwise fusions * Add addcmul pattern to Qwen	2025-08-22 19:39:15 -04:00
patientx	7bc46389fa	Merge branch 'comfyanonymous:master' into master	2025-08-22 10:52:52 +03:00
comfyanonymous	ff57793659	Support InstantX Qwen controlnet. (#9488)	2025-08-22 00:53:11 -04:00
comfyanonymous	f7bd5e58dd	Make it easier to implement future qwen controlnets. (#9485)	2025-08-21 23:18:04 -04:00
patientx	7ff01ded58	Merge branch 'comfyanonymous:master' into master	2025-08-21 09:24:26 +03:00
comfyanonymous	0963493a9c	Support for Qwen Diffsynth Controlnets canny and depth. (#9465) ... These are not real controlnets but actually a patch on the model so they will be treated as such. Put them in the models/model_patches/ folder. Use the new ModelPatchLoader and QwenImageDiffsynthControlnet nodes.	2025-08-20 22:26:37 -04:00
patientx	6dca25e2a8	Merge branch 'comfyanonymous:master' into master	2025-08-20 10:14:34 +03:00
comfyanonymous	8d38ea3bbf	Fix bf16 precision issue with qwen image embeddings. (#9441)	2025-08-20 02:58:54 -04:00
comfyanonymous	5a8f502db5	Disable prompt weights for qwen. (#9438)	2025-08-20 01:08:11 -04:00
comfyanonymous	7cd2c4bd6a	Qwen rotary embeddings should now match reference code. (#9437)	2025-08-20 00:45:27 -04:00
comfyanonymous	dfa791eb4b	Rope fix for qwen vl. (#9435)	2025-08-19 20:47:42 -04:00
patientx	1cbb5fdc14	Merge branch 'comfyanonymous:master' into master	2025-08-19 10:21:12 +03:00
comfyanonymous	4977f203fa	P2 of qwen edit model. (#9412) ... * P2 of qwen edit model. * Typo. * Fix normal qwen. * Fix. * Make the TextEncodeQwenImageEdit also set the ref latent. If you don't want it to set the ref latent and want to use the ReferenceLatent node with your custom latent instead just disconnect the VAE.	2025-08-18 22:38:34 -04:00
patientx	3f09b4dba5	Merge branch 'comfyanonymous:master' into master	2025-08-18 15:14:34 +03:00
Jedrzej Kosinski	7f3b9b16c6	Make step index detection much more robust (#9392)	2025-08-17 18:54:07 -04:00
comfyanonymous	ed43784b0d	WIP Qwen edit model: The diffusion model part. (#9383)	2025-08-17 16:45:39 -04:00
patientx	64d6cf045e	Merge branch 'comfyanonymous:master' into master	2025-08-17 11:29:13 +03:00
comfyanonymous	0f2b8525bc	Qwen image model refactor. (#9375)	2025-08-16 17:51:28 -04:00
patientx	5a21015adb	Merge branch 'comfyanonymous:master' into master	2025-08-16 09:54:01 +03:00
comfyanonymous	1702e6df16	Implement wan2.2 camera model. (#9357) ... Use the old WanCameraImageToVideo node.	2025-08-15 17:29:58 -04:00
patientx	eb283b5fd7	Merge branch 'comfyanonymous:master' into master	2025-08-16 00:26:31 +03:00
comfyanonymous	c308a8840a	Add FluxKontextMultiReferenceLatentMethod node. (#9356) ... This node is only useful if someone trains the kontext model to properly use multiple reference images via the index method. The default is the offset method which feeds the multiple images like if they were stitched together as one. This method works with the current flux kontext model.	2025-08-15 15:50:39 -04:00
patientx	13f5f9d78f	Merge branch 'comfyanonymous:master' into master	2025-08-15 10:54:10 +03:00
comfyanonymous	e08ecfbd8a	Add warning when using old pytorch. (#9347)	2025-08-15 00:22:26 -04:00
comfyanonymous	4e5c230f6a	Fix last commit not working on older pytorch. (#9346)	2025-08-14 23:44:02 -04:00
Xiangxi Guo (Ryan)	f0d5d0111f	Avoid torch compile graphbreak for older pytorch versions (#9344) ... Turns out torch.compile has some gaps in context manager decorator syntax support. I've sent patches to fix that in PyTorch, but it won't be available for all the folks running older versions of PyTorch, hence this trivial patch.	2025-08-14 23:41:37 -04:00
comfyanonymous	ad19a069f6	Make SLG nodes work on Qwen Image model. (#9345)	2025-08-14 23:16:01 -04:00
patientx	a927fbd99b	Merge branch 'comfyanonymous:master' into master	2025-08-14 12:16:50 +03:00
Jedrzej Kosinski	e4f7ea105f	Added context window support to core sampling code (#9238) ... * Added initial support for basic context windows - in progress * Add prepare_sampling wrapper for context window to more accurately estimate latent memory requirements, fixed merging wrappers/callbacks dicts in prepare_model_patcher * Made context windows compatible with different dimensions; works for WAN, but results are bad * Fix comfy.patcher_extension.merge_nested_dicts calls in prepare_model_patcher in sampler_helpers.py * Considering adding some callbacks to context window code to allow extensions of behavior without the need to rewrite code * Made dim slicing cleaner * Add Wan Context WIndows node for testing * Made context schedule and fuse method functions be stored on the handler instead of needing to be registered in core code to be found * Moved some code around between node_context_windows.py and context_windows.py * Change manual context window nodes names/ids * Added callbacks to IndexListContexHandler * Adjusted default values for context_length and context_overlap, made schema.inputs definition for WAN Context Windows less annoying * Make get_resized_cond more robust for various dim sizes * Fix typo * Another small fix	2025-08-13 21:33:05 -04:00
Simon Lui	c991a5da65	Fix XPU iGPU regressions (#9322) ... * Change bf16 check and switch non-blocking to off default with option to force to regain speed on certain classes of iGPUs and refactor xpu check. * Turn non_blocking off by default for xpu. * Update README.md for Intel GPUs.	2025-08-13 19:13:35 -04:00
patientx	804c7097fa	Merge branch 'comfyanonymous:master' into master	2025-08-13 23:56:43 +03:00
comfyanonymous	9df8792d4b	Make last PR not crash comfy on old pytorch. (#9324)	2025-08-13 15:12:41 -04:00
contentis	3da5a07510	SDPA backend priority (#9299)	2025-08-13 14:53:27 -04:00
patientx	bcafc3f7a3	Merge branch 'comfyanonymous:master' into master	2025-08-13 10:36:20 +03:00
comfyanonymous	560d38f34c	Wan2.2 fun control support. (#9292)	2025-08-12 23:26:33 -04:00
patientx	f80a9bb674	Merge branch 'comfyanonymous:master' into master	2025-08-12 00:33:53 +03:00
PsychoLogicAu	2208aa616d	Support SimpleTuner lycoris lora for Qwen-Image (#9280)	2025-08-11 16:56:16 -04:00
patientx	c2686a3968	Merge branch 'comfyanonymous:master' into master	2025-08-10 12:09:19 +03:00
comfyanonymous	5828607ccf	Not sure if AMD actually support fp16 acc but it doesn't crash. (#9258)	2025-08-09 12:49:25 -04:00
patientx	89499c6fae	Merge branch 'comfyanonymous:master' into master	2025-08-08 11:40:07 +03:00
comfyanonymous	735bb4bdb1	Users report gfx1201 is buggy on flux with pytorch attention. (#9244)	2025-08-08 04:21:00 -04:00
patientx	8795ae98aa	Merge branch 'comfyanonymous:master' into master	2025-08-06 20:24:47 +03:00
flybirdxx	4c3e57b0ae	Fixed an issue where qwenLora could not be loaded properly. (#9208)	2025-08-06 13:23:11 -04:00
patientx	2e39e0999f	Update zluda.py	2025-08-05 19:21:20 +03:00
patientx	28957a7bd6	Merge branch 'comfyanonymous:master' into master	2025-08-05 13:37:09 +03:00
comfyanonymous	d044a24398	Fix default shift and any latent size for qwen image model. (#9186)	2025-08-05 06:12:27 -04:00
patientx	e419bade03	Merge pull request #244 from sfinktah/sfink-zluda-is-nasty ... Bad ideas from zluda update.	2025-08-05 09:48:53 +03:00
patientx	ea8122f065	Merge branch 'comfyanonymous:master' into master	2025-08-05 09:47:31 +03:00
comfyanonymous	c012400240	Initial support for qwen image model. (#9179)	2025-08-04 22:53:25 -04:00
Christopher Anderson	4f853403fe	Bad ideas from zluda update.	2025-08-05 06:00:55 +10:00
patientx	88b7fe87ff	Merge branch 'comfyanonymous:master' into master	2025-08-04 12:38:56 +03:00
comfyanonymous	03895dea7c	Fix another issue with the PR. (#9170)	2025-08-04 04:33:04 -04:00
comfyanonymous	84f9759424	Add some warnings and prevent crash when cond devices don't match. (#9169)	2025-08-04 04:20:12 -04:00
comfyanonymous	7991341e89	Various fixes for broken things from earlier PR. (#9168)	2025-08-04 04:02:40 -04:00
patientx	37415c40c1	device identification and setting triton arch override	2025-08-04 10:44:18 +03:00
patientx	d823c0c615	Merge branch 'comfyanonymous:master' into master	2025-08-04 10:42:15 +03:00
comfyanonymous	140ffc7fdc	Fix broken controlnet from last PR. (#9167)	2025-08-04 03:28:12 -04:00
comfyanonymous	182f90b5ec	Lower cond vram use by casting at the same time as device transfer. (#9159)	2025-08-04 03:11:53 -04:00
patientx	7258461c23	Merge branch 'comfyanonymous:master' into master	2025-08-03 16:33:54 +03:00
comfyanonymous	aebac22193	Cleanup. (#9160)	2025-08-03 07:08:11 -04:00
patientx	da4fc8189a	Merge branch 'comfyanonymous:master' into master	2025-08-03 00:17:56 +03:00
comfyanonymous	13aaa66ec2	Make sure context is on the right device. (#9154)	2025-08-02 15:09:23 -04:00
comfyanonymous	5f582a9757	Make sure all the conds are on the right device. (#9151)	2025-08-02 15:00:13 -04:00
patientx	83dbd68651	Merge branch 'comfyanonymous:master' into master	2025-08-01 14:42:25 +03:00
comfyanonymous	1e638a140b	Tiny wan vae optimizations. (#9136)	2025-08-01 05:25:38 -04:00
patientx	321d683af0	Merge branch 'comfyanonymous:master' into master	2025-07-31 14:49:33 +03:00
chaObserv	61b08d4ba6	Replace manual x * sigmoid(x) with torch silu in VAE nonlinearity (#9057)	2025-07-30 19:25:56 -04:00
comfyanonymous	da9dab7edd	Small wan camera memory optimization. (#9111)	2025-07-30 05:55:26 -04:00
patientx	1bd4b6489e	Merge branch 'comfyanonymous:master' into master	2025-07-30 11:11:46 +03:00
comfyanonymous	dca6bdd4fa	Make wan2.2 5B i2v take a lot less memory. (#9102)	2025-07-29 19:44:18 -04:00
patientx	d8ca8134c3	Merge branch 'comfyanonymous:master' into master	2025-07-29 11:56:59 +03:00
comfyanonymous	7d593baf91	Extra reserved vram on large cards on windows. (#9093)	2025-07-29 04:07:45 -04:00
patientx	fc4e82537c	Merge pull request #233 from sfinktah/sfink-flash-attn-gfx-startswith ... This will allow much better support for gfx1032 and other things not …	2025-07-28 23:12:38 +03:00
patientx	7ba2a8d3b0	Merge branch 'comfyanonymous:master' into master	2025-07-28 22:15:10 +03:00
comfyanonymous	c60dc4177c	Remove unecessary clones in the wan2.2 VAE. (#9083)	2025-07-28 14:48:19 -04:00
Christopher Anderson	b5ede18481	This will allow much better support for gfx1032 and other things not specifically named	2025-07-29 04:21:45 +10:00
patientx	769ab3bd25	Merge branch 'comfyanonymous:master' into master	2025-07-28 15:21:30 +03:00
comfyanonymous	a88788dce6	Wan 2.2 support. (#9080)	2025-07-28 08:00:23 -04:00
patientx	5a45e12b61	Merge branch 'comfyanonymous:master' into master	2025-07-26 14:09:19 +03:00
comfyanonymous	0621d73a9c	Remove useless code. (#9059)	2025-07-26 04:44:19 -04:00
comfyanonymous	e6e5d33b35	Remove useless code. (#9041) ... This is only needed on old pytorch 2.0 and older.	2025-07-25 04:58:28 -04:00
patientx	c3bf1d95e2	Merge branch 'comfyanonymous:master' into master	2025-07-25 10:20:29 +03:00
Eugene Fairley	4293e4da21	Add WAN ATI support (#8874) ... * Add WAN ATI support * Fixes * Fix length * Remove extra functions * Fix * Fix * Ruff fix * Remove torch.no_grad * Add batch trajectory logic * Scale inputs before and after motion patch * Batch image/trajectory * Ruff fix * Clean up	2025-07-24 20:59:19 -04:00
patientx	970b7fb84f	Merge branch 'comfyanonymous:master' into master	2025-07-24 22:30:55 +03:00
comfyanonymous	69cb57b342	Print xpu device name. (#9035)	2025-07-24 15:06:25 -04:00
honglyua	0ccc88b03f	Support Iluvatar CoreX (#8585) ... * Support Iluvatar CoreX Co-authored-by: mingjiang.li <mingjiang.li@iluvatar.com>	2025-07-24 13:57:36 -04:00
patientx	30539d0d13	Merge branch 'comfyanonymous:master' into master	2025-07-24 13:59:09 +03:00
Kohaku-Blueleaf	eb2f78b4e0	[Training Node] algo support, grad acc, optional grad ckpt (#9015) ... * Add factorization utils for lokr * Add lokr train impl * Add loha train impl * Add adapter map for algo selection * Add optional grad ckpt and algo selection * Update __init__.py * correct key name for loha * Use custom fwd/bwd func and better init for loha * Support gradient accumulation * Fix bugs of loha * use more stable init * Add OFT training * linting	2025-07-23 20:57:27 -04:00
chaObserv	e729a5cc11	Separate denoised and noise estimation in Euler CFG++ (#9008) ... This will change their behavior with the sampling CONST type. It also combines euler_cfg_pp and euler_ancestral_cfg_pp into one main function.	2025-07-23 19:47:05 -04:00
comfyanonymous	d3504e1778	Enable pytorch attention by default for gfx1201 on torch 2.8 (#9029)	2025-07-23 19:21:29 -04:00
comfyanonymous	a86a58c308	Fix xpu function not implemented p2. (#9027)	2025-07-23 18:18:20 -04:00
comfyanonymous	39dda1d40d	Fix xpu function not implemented. (#9026)	2025-07-23 18:10:59 -04:00
patientx	58f3250106	Merge branch 'comfyanonymous:master' into master	2025-07-23 23:49:46 +03:00
comfyanonymous	5ad33787de	Add default device argument. (#9023)	2025-07-23 14:20:49 -04:00
patientx	bd33a5d382	Merge branch 'comfyanonymous:master' into master	2025-07-23 03:27:52 +03:00
Simon Lui	255f139863	Add xpu version for async offload and some other things. (#9004)	2025-07-22 15:20:09 -04:00
patientx	b049c1df82	Merge branch 'comfyanonymous:master' into master	2025-07-17 00:49:42 +03:00
comfyanonymous	491fafbd64	Silence clip tokenizer warning. (#8934)	2025-07-16 14:42:07 -04:00
Harel Cain	9bc2798f72	LTXV VAE decoder: switch default padding mode (#8930)	2025-07-16 13:54:38 -04:00
patientx	d22d65cc68	Merge branch 'comfyanonymous:master' into master	2025-07-16 13:58:56 +03:00
comfyanonymous	50afba747c	Add attempt to work around the safetensors mmap issue. (#8928)	2025-07-16 03:42:17 -04:00
patientx	79e3b67425	Merge branch 'comfyanonymous:master' into master	2025-07-15 12:24:08 +03:00
Yoland Yan	543c24108c	Fix wrong reference bug (#8910)	2025-07-14 20:45:55 -04:00
patientx	3845c2ff7a	Merge branch 'comfyanonymous:master' into master	2025-07-12 14:59:05 +03:00
comfyanonymous	b40143984c	Add model detection error hint for lora. (#8880)	2025-07-12 03:49:26 -04:00
patientx	5ede75293f	Merge branch 'comfyanonymous:master' into master	2025-07-11 17:30:21 +03:00
comfyanonymous	938d3e8216	Remove windows line endings. (#8866)	2025-07-11 02:37:51 -04:00
patientx	43514805ed	Merge branch 'comfyanonymous:master' into master	2025-07-10 21:46:22 +03:00
guill	2b653e8c18	Support for async node functions (#8830) ... * Support for async execution functions This commit adds support for node execution functions defined as async. When a node's execution function is defined as async, we can continue executing other nodes while it is processing. Standard uses of `await` should "just work", but people will still have to be careful if they spawn actual threads. Because torch doesn't really have async/await versions of functions, this won't particularly help with most locally-executing nodes, but it does work for e.g. web requests to other machines. In addition to the execute function, the `VALIDATE_INPUTS` and `check_lazy_status` functions can also be defined as async, though we'll only resolve one node at a time right now for those. * Add the execution model tests to CI * Add a missing file It looks like this got caught by .gitignore? There's probably a better place to put it, but I'm not sure what that is. * Add the websocket library for automated tests * Add additional tests for async error cases Also fixes one bug that was found when an async function throws an error after being scheduled on a task. * Add a feature flags message to reduce bandwidth We now only send 1 preview message of the latest type the client can support. We'll add a console warning when the client fails to send a feature flags message at some point in the future. * Add async tests to CI * Don't actually add new tests in this PR Will do it in a separate PR * Resolve unit test in GPU-less runner * Just remove the tests that GHA can't handle * Change line endings to UNIX-style * Avoid loading model_management.py so early Because model_management.py has a top-level `logging.info`, we have to be careful not to import that file before we call `setup_logging`. If we do, we end up having the default logging handler registered in addition to our custom one.	2025-07-10 14:46:19 -04:00
patientx	b621197729	Merge branch 'comfyanonymous:master' into master	2025-07-09 00:16:45 +03:00
chaObserv	aac10ad23a	Add SA-Solver sampler (#8834)	2025-07-08 16:17:06 -04:00
josephrocca	974254218a	Un-hardcode chroma patch_size (#8840)	2025-07-08 15:56:59 -04:00
patientx	ab04a1c165	Merge branch 'comfyanonymous:master' into master	2025-07-06 14:41:03 +03:00
comfyanonymous	75d327abd5	Remove some useless code. (#8812)	2025-07-06 07:07:39 -04:00
patientx	65db0a046f	Merge branch 'comfyanonymous:master' into master	2025-07-06 02:44:08 +03:00
comfyanonymous	ee615ac269	Add warning when loading file unsafely. (#8800)	2025-07-05 14:34:57 -04:00
patientx	94464d7867	Merge branch 'comfyanonymous:master' into master	2025-07-04 11:03:58 +03:00
chaObserv	f41f323c52	Add the denoising step to several samplers (#8780)	2025-07-03 19:20:53 -04:00
patientx	455fc30fd8	Merge branch 'comfyanonymous:master' into master	2025-07-03 08:08:09 +03:00
City	d9277301d2	Initial code for new SLG node (#8759)	2025-07-02 20:13:43 -04:00
patientx	ac99b100ef	Merge branch 'comfyanonymous:master' into master	2025-07-02 12:50:51 +03:00
comfyanonymous	111f583e00	Fallback to regular op when fp8 op throws exception. (#8761)	2025-07-02 00:57:13 -04:00
patientx	fa03718ba9	Merge branch 'comfyanonymous:master' into master	2025-07-01 14:19:30 +03:00
chaObserv	b22e97dcfa	Migrate ER-SDE from VE to VP algorithm and add its sampler node (#8744) ... Apply alpha scaling in the algorithm for reverse-time SDE and add custom ER-SDE sampler node for other solver types (SDE, ODE).	2025-07-01 02:38:52 -04:00
patientx	b093eef244	Merge branch 'comfyanonymous:master' into master	2025-06-29 15:26:39 +03:00
comfyanonymous	170c7bb90c	Fix contiguous issue with pytorch nightly. (#8729)	2025-06-29 06:38:40 -04:00
patientx	82eaaa0d10	Merge branch 'comfyanonymous:master' into master	2025-06-29 12:45:29 +03:00
comfyanonymous	396454fa41	Reorder the schedulers so simple is the default one. (#8722)	2025-06-28 18:12:56 -04:00
patientx	95625f5bde	Merge branch 'comfyanonymous:master' into master	2025-06-28 22:39:52 +03:00
xufeng	ba9548f756	“--whitelist-custom-nodes” args for comfy core to go with “--disable-all-custom-nodes” for development purposes (#8592) ... * feat: “--whitelist-custom-nodes” args for comfy core to go with “--disable-all-custom-nodes” for development purposes * feat: Simplify custom nodes whitelist logic to use consistent code paths	2025-06-28 15:24:02 -04:00
patientx	14864643e6	Merge branch 'comfyanonymous:master' into master	2025-06-28 01:17:17 +03:00
comfyanonymous	c36be0ea09	Fix memory estimation bug with kontext. (#8709)	2025-06-27 17:21:12 -04:00
patientx	4ab5a4bb6b	Merge branch 'comfyanonymous:master' into master	2025-06-27 21:54:55 +03:00
comfyanonymous	9093301a49	Don't add tiny bit of random noise when VAE encoding. (#8705) ... Shouldn't change outputs but might make things a tiny bit more deterministic.	2025-06-27 14:14:56 -04:00
patientx	76486ca342	Merge branch 'comfyanonymous:master' into master	2025-06-26 18:53:44 +03:00
comfyanonymous	ef5266b1c1	Support Flux Kontext Dev model. (#8679)	2025-06-26 11:28:41 -04:00
patientx	c1ce148f41	Merge branch 'comfyanonymous:master' into master	2025-06-26 11:34:14 +03:00
comfyanonymous	a96e65df18	Disable omnigen2 fp16 on older pytorch versions. (#8672)	2025-06-26 03:39:09 -04:00
patientx	7db0737e86	Merge branch 'comfyanonymous:master' into master	2025-06-26 02:41:07 +03:00
comfyanonymous	ec70ed6aea	Omnigen2 model implementation. (#8669)	2025-06-25 19:35:57 -04:00
patientx	8ad7604b12	Add files via upload	2025-06-26 01:45:32 +03:00
patientx	65ff46f01e	Merge branch 'comfyanonymous:master' into master	2025-06-25 12:14:05 +03:00
comfyanonymous	7a13f74220	unet -> diffusion model (#8659)	2025-06-25 04:52:34 -04:00
patientx	71a47f608a	Merge branch 'comfyanonymous:master' into master	2025-06-24 23:49:15 +03:00
chaObserv	8042eb20c6	Singlestep DPM++ SDE for RF (#8627) ... Refactor the algorithm, and apply alpha scaling.	2025-06-24 14:59:09 -04:00
patientx	2bf05370ad	Merge branch 'comfyanonymous:master' into master	2025-06-21 14:54:22 +03:00
comfyanonymous	1883e70b43	Fix exception when using a noise mask with cosmos predict2. (#8621) ... * Fix exception when using a noise mask with cosmos predict2. * Fix ruff.	2025-06-21 03:30:39 -04:00
patientx	0e967d11b1	Merge branch 'comfyanonymous:master' into master	2025-06-20 16:18:48 +03:00
comfyanonymous	f7fb193712	Small flux optimization. (#8611)	2025-06-20 05:37:32 -04:00
patientx	73dfb38f5b	Merge branch 'comfyanonymous:master' into master	2025-06-20 09:44:52 +03:00
comfyanonymous	7e9267fa77	Make flux controlnet work with sd3 text enc. (#8599)	2025-06-19 18:50:05 -04:00
patientx	c46cc59288	Merge branch 'comfyanonymous:master' into master	2025-06-19 19:02:07 +03:00
comfyanonymous	91d40086db	Fix pytorch warning. (#8593)	2025-06-19 11:04:52 -04:00
patientx	e34ff57933	Add files via upload	2025-06-17 00:09:40 +03:00
patientx	4339cbea46	Merge branch 'comfyanonymous:master' into master	2025-06-16 22:21:35 +03:00
chaObserv	8e81c507d2	Multistep DPM++ SDE samplers for RF (#8541) ... Include alpha in sampling and minor refactoring	2025-06-16 14:47:10 -04:00
comfyanonymous	e1c6dc720e	Allow setting min_length with tokenizer_data. (#8547)	2025-06-16 13:43:52 -04:00
patientx	e8327ffc3d	Merge branch 'comfyanonymous:master' into master	2025-06-15 21:42:40 +03:00
comfyanonymous	7ea79ebb9d	Add correct eps to ltxv rmsnorm. (#8542)	2025-06-15 12:21:25 -04:00
patientx	031f2f5120	Merge branch 'comfyanonymous:master' into master	2025-06-15 16:23:38 +03:00
comfyanonymous	d6a2137fc3	Support Cosmos predict2 image to video models. (#8535) ... Use the CosmosPredict2ImageToVideoLatent node.	2025-06-14 21:37:07 -04:00
patientx	132d593223	Merge branch 'comfyanonymous:master' into master	2025-06-15 03:01:50 +03:00
chaObserv	53e8d8193c	Generalize SEEDS samplers (#8529) ... Restore VP algorithm for RF and refactor noise_coeffs and half-logSNR calculations	2025-06-14 16:58:16 -04:00
patientx	8909c12ea9	Update model_management.py	2025-06-14 13:27:49 +03:00
patientx	8efd441de9	Merge branch 'comfyanonymous:master' into master	2025-06-14 12:43:19 +03:00
comfyanonymous	29596bd53f	Small cosmos attention code refactor. (#8530)	2025-06-14 05:02:05 -04:00
Kohaku-Blueleaf	520eb77b72	LoRA Trainer: LoRA training node in weight adapter scheme (#8446)	2025-06-13 19:25:59 -04:00
patientx	e3720cd495	Merge branch 'comfyanonymous:master' into master	2025-06-13 15:04:05 +03:00
comfyanonymous	c69af655aa	Uncap cosmos predict2 res and fix mem estimation. (#8518)	2025-06-13 07:30:18 -04:00
comfyanonymous	251f54a2ad	Basic initial support for cosmos predict2 text to image 2B and 14B models. (#8517)	2025-06-13 07:05:23 -04:00
patientx	a5e9b6729c	Update zluda.py	2025-06-13 01:40:34 +03:00
patientx	7bd5bcd135	Update zluda-default.py	2025-06-13 01:40:11 +03:00
patientx	c06a15d8a5	Update zluda.py	2025-06-13 01:03:45 +03:00
patientx	896bda9003	Update zluda-default.py	2025-06-13 01:03:14 +03:00
patientx	7d5f4074b6	Add files via upload	2025-06-12 16:10:32 +03:00
patientx	79dda39260	Update zluda.py	2025-06-12 13:20:24 +03:00
patientx	08784dc90d	Update zluda.py	2025-06-12 13:19:59 +03:00
patientx	11af025690	Update zluda.py	2025-06-12 13:11:03 +03:00
patientx	828b7636d0	Update zluda.py	2025-06-12 13:10:40 +03:00
patientx	f53791d5d2	Merge branch 'comfyanonymous:master' into master	2025-06-12 00:32:55 +03:00
pythongosssss	50c605e957	Add support for sqlite database (#8444) ... * Add support for sqlite database * fix	2025-06-11 16:43:39 -04:00
comfyanonymous	8a4ff747bd	Fix mistake in last commit. (#8496) ... * Move to right place.	2025-06-11 15:13:29 -04:00
comfyanonymous	af1eb58be8	Fix black images on some flux models in fp16. (#8495)	2025-06-11 15:09:11 -04:00
patientx	06ac233007	Merge branch 'comfyanonymous:master' into master	2025-06-10 20:34:42 +03:00
comfyanonymous	6e28a46454	Apple most likely is never fixing the fp16 attention bug. (#8485)	2025-06-10 13:06:24 -04:00
patientx	4bc3866c67	Merge branch 'comfyanonymous:master' into master	2025-06-09 21:10:00 +03:00
comfyanonymous	7f800d04fa	Enable AMD fp8 and pytorch attention on some GPUs. (#8474) ... Information is from the pytorch source code.	2025-06-09 12:50:39 -04:00
patientx	b4d015f5f3	Merge branch 'comfyanonymous:master' into master	2025-06-08 21:21:41 +03:00
comfyanonymous	97755eed46	Enable fp8 ops by default on gfx1201 (#8464)	2025-06-08 14:15:34 -04:00
patientx	156aedd995	Merge branch 'comfyanonymous:master' into master	2025-06-07 19:30:45 +03:00
comfyanonymous	daf9d25ee2	Cleaner torch version comparisons. (#8453)	2025-06-07 10:01:15 -04:00
patientx	d28b4525b3	Merge branch 'comfyanonymous:master' into master	2025-06-06 17:10:34 +03:00
comfyanonymous	3b4b171e18	Alternate fix for #8435 (#8442)	2025-06-06 09:43:27 -04:00
patientx	67fc8e3325	Merge branch 'comfyanonymous:master' into master	2025-06-06 01:42:57 +03:00
comfyanonymous	4248b1618f	Let chroma TE work on regular flux. (#8429)	2025-06-05 10:07:17 -04:00
patientx	9aeff135b2	Update zluda.py	2025-06-02 02:55:19 +03:00
patientx	803f82189a	Merge branch 'comfyanonymous:master' into master	2025-06-01 17:44:48 +03:00
comfyanonymous	fb4754624d	Make the casting in lists the same as regular inputs. (#8373)	2025-06-01 05:39:54 -04:00
comfyanonymous	19e45e9b0e	Make it easier to pass lists of tensors to models. (#8358)	2025-05-31 20:00:20 -04:00
patientx	d74ffb792a	Merge branch 'comfyanonymous:master' into master	2025-05-31 01:55:42 +03:00
drhead	08b7cc7506	use fused multiply-add pointwise ops in chroma (#8279)	2025-05-30 18:09:54 -04:00
patientx	07b8d211e6	Merge branch 'comfyanonymous:master' into master	2025-05-30 23:48:15 +03:00
comfyanonymous	704fc78854	Put ROCm version in tuple to make it easier to enable stuff based on it. (#8348)	2025-05-30 15:41:02 -04:00
patientx	c74742444d	Merge branch 'comfyanonymous:master' into master	2025-05-29 18:29:06 +03:00
comfyanonymous	f2289a1f59	Delete useless file. (#8327)	2025-05-29 08:29:37 -04:00
patientx	46a997fb23	Merge branch 'comfyanonymous:master' into master	2025-05-29 10:56:01 +03:00
comfyanonymous	5e5e46d40c	Not really tested WAN Phantom Support. (#8321)	2025-05-28 23:46:15 -04:00
comfyanonymous	1c1687ab1c	Support HiDream SimpleTuner loras. (#8318)	2025-05-28 18:47:15 -04:00
patientx	5b5165371e	Merge branch 'comfyanonymous:master' into master	2025-05-28 01:06:44 +03:00
comfyanonymous	06c661004e	Memory estimation code can now take into account conds. (#8307)	2025-05-27 15:09:05 -04:00
patientx	8609a6dced	Merge branch 'comfyanonymous:master' into master	2025-05-27 01:03:35 +03:00
comfyanonymous	89a84e32d2	Disable initial GPU load when novram is used. (#8294)	2025-05-26 16:39:27 -04:00
patientx	bbcb33ea72	Merge branch 'comfyanonymous:master' into master	2025-05-26 16:26:39 +03:00
comfyanonymous	e5799c4899	Enable pytorch attention by default on AMD gfx1151 (#8282)	2025-05-26 04:29:25 -04:00
patientx	48bbdd0842	Merge branch 'comfyanonymous:master' into master	2025-05-25 15:38:51 +03:00
comfyanonymous	a0651359d7	Return proper error if diffusion model not detected properly. (#8272)	2025-05-25 05:28:11 -04:00
patientx	9790aaac7b	Merge branch 'comfyanonymous:master' into master	2025-05-24 14:00:54 +03:00
comfyanonymous	5a87757ef9	Better error if sageattention is installed but a dependency is missing. (#8264)	2025-05-24 06:43:12 -04:00
patientx	3b69a08c08	Merge branch 'comfyanonymous:master' into master	2025-05-24 04:06:28 +03:00
comfyanonymous	0b50d4c0db	Add argument to explicitly enable fp8 compute support. (#8257) ... This can be used to test if your current GPU/pytorch version supports fp8 matrix mult in combination with --fast or the fp8_e4m3fn_fast dtype.	2025-05-23 17:43:50 -04:00
patientx	3e49c3e2ff	Merge branch 'comfyanonymous:master' into master	2025-05-24 00:01:56 +03:00
drhead	30b2eb8a93	create arange on-device (#8255)	2025-05-23 16:15:06 -04:00
patientx	c653935b37	Merge branch 'comfyanonymous:master' into master	2025-05-23 13:57:11 +03:00