Jedrzej Kosinski
d4b79dd0f6
Another small fix
2025-08-13 18:27:57 -07:00
Jedrzej Kosinski
19db0422f0
Fix typo
2025-08-13 18:19:50 -07:00
Jedrzej Kosinski
e7ead85cdb
Make get_resized_cond more robust for various dim sizes
2025-08-13 18:18:49 -07:00
Jedrzej Kosinski
30b1b75ced
Merge branch 'master' into context-windows
2025-08-07 18:15:29 -07:00
Jedrzej Kosinski
48fecae383
Added callbacks to IndexListContexHandler
2025-08-07 17:42:01 -07:00
Jedrzej Kosinski
3a8be588a6
Moved some code around between node_context_windows.py and context_windows.py
2025-08-07 16:51:51 -07:00
Jedrzej Kosinski
b38d13d9c8
Made context schedule and fuse method functions be stored on the handler instead of needing to be registered in core code to be found
2025-08-07 16:31:11 -07:00
Jedrzej Kosinski
8a3b8f77f3
Made dim slicing cleaner
2025-08-06 14:15:29 -07:00
flybirdxx
4c3e57b0ae
Fixed an issue where qwenLora could not be loaded properly. ( #9208 )
2025-08-06 13:23:11 -04:00
Jedrzej Kosinski
af74959150
Considering adding some callbacks to context window code to allow extensions of behavior without the need to rewrite code
2025-08-05 22:22:52 -07:00
Jedrzej Kosinski
e4c8078744
Fix comfy.patcher_extension.merge_nested_dicts calls in prepare_model_patcher in sampler_helpers.py
2025-08-05 20:47:44 -07:00
Jedrzej Kosinski
b114b5dc6b
Made context windows compatible with different dimensions; works for WAN, but results are bad
2025-08-05 18:02:46 -07:00
Jedrzej Kosinski
c0ff26bd16
Merge branch 'master' into context-windows
2025-08-05 14:24:38 -07:00
comfyanonymous
d044a24398
Fix default shift and any latent size for qwen image model. ( #9186 )
2025-08-05 06:12:27 -04:00
Jedrzej Kosinski
58152b5606
Add prepare_sampling wrapper for context window to more accurately estimate latent memory requirements, fixed merging wrappers/callbacks dicts in prepare_model_patcher
2025-08-05 00:54:22 -07:00
Jedrzej Kosinski
c5c5824daf
Merge branch 'master' into context-windows
2025-08-04 21:19:44 -07:00
Jedrzej Kosinski
b14b4a64ae
Added initial support for basic context windows - in progress
2025-08-04 20:22:30 -07:00
comfyanonymous
c012400240
Initial support for qwen image model. ( #9179 )
2025-08-04 22:53:25 -04:00
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
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
comfyanonymous
aebac22193
Cleanup. ( #9160 )
2025-08-03 07:08:11 -04:00
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
comfyanonymous
1e638a140b
Tiny wan vae optimizations. ( #9136 )
2025-08-01 05:25:38 -04:00
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
comfyanonymous
dca6bdd4fa
Make wan2.2 5B i2v take a lot less memory. ( #9102 )
2025-07-29 19:44:18 -04:00
comfyanonymous
7d593baf91
Extra reserved vram on large cards on windows. ( #9093 )
2025-07-29 04:07:45 -04:00
comfyanonymous
c60dc4177c
Remove unecessary clones in the wan2.2 VAE. ( #9083 )
2025-07-28 14:48:19 -04:00
comfyanonymous
a88788dce6
Wan 2.2 support. ( #9080 )
2025-07-28 08:00:23 -04:00
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
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
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
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
comfyanonymous
5ad33787de
Add default device argument. ( #9023 )
2025-07-23 14:20:49 -04:00
Simon Lui
255f139863
Add xpu version for async offload and some other things. ( #9004 )
2025-07-22 15:20:09 -04:00
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
comfyanonymous
50afba747c
Add attempt to work around the safetensors mmap issue. ( #8928 )
2025-07-16 03:42:17 -04:00
Yoland Yan
543c24108c
Fix wrong reference bug ( #8910 )
2025-07-14 20:45:55 -04:00
comfyanonymous
b40143984c
Add model detection error hint for lora. ( #8880 )
2025-07-12 03:49:26 -04:00
