1286 Commits

Author	SHA1	Message	Date
Jedrzej Kosinski	776aa734e1	Refactor WrapperHook into TransformerOptionsHook, as there is no need to separate out Wrappers/Callbacks/Patches into different hook types (all affect transformer_options)	2025-01-04 01:02:21 -06:00
Jedrzej Kosinski	5a2ad032cb	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	2025-01-03 20:02:27 -06:00
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
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
comfyanonymous	79eea51a1d	Fix and enforce all ruff W rules.	2025-01-01 03:08:33 -05:00
blepping	c0338a46a4	Fix unknown sampler error handling in calculate_sigmas function (#6280) ... Modernize calculate_sigmas function	2024-12-31 17:33:50 -05:00
Jedrzej Kosinski	1c99734e5a	Add missing model_options param (#6296)	2024-12-31 14:46:55 -05:00
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
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
comfyanonymous	d9b7cfac7e	Fix and enforce new lines at the end of files.	2024-12-30 04:14:59 -05:00
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
comfyanonymous	a618f768e0	Auto reshape 2d to 3d latent for single image generation on video model.	2024-12-29 02:26:49 -05:00
comfyanonymous	b504bd606d	Add ruff rule for empty line with trailing whitespace.	2024-12-28 05:23:08 -05:00
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
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
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
comfyanonymous	ee9547ba31	Improve temporal VAE Encode (Tiled) math.	2024-12-26 07:18:49 -05:00
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
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
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
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
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
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
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
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
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
comfyanonymous	418eb7062d	Support new LTXV VAE.	2024-12-20 04:38:29 -05:00
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
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
comfyanonymous	ff2ff02168	Support old diffusion-pipe hunyuan video loras.	2024-12-18 06:23:54 -05:00