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Author SHA1 Message Date
kijai ea36decf07 Fix GGUF + LoRA + torch.compile 
Always something...
 2025-07-24 23:52:18 +03:00
kijai b3820055d0 Fix GGUF with LoRAs and support GGUF witgh SetLoras -node 2025-07-24 14:59:59 +03:00
kijai 35e637cbfd Allow merging LoRA to fp8 scaled models 2025-07-24 11:51:36 +03:00
kijai d6425cab02 Update nodes_model_loading.py 2025-07-24 00:08:39 +03:00
kijai 59cd0dc272 Update nodes.py 2025-07-23 18:11:15 +03:00
kijai 838803d053 Update nodes_model_loading.py 2025-07-23 17:58:28 +03:00
kijai bdce322e65 remove loras if SetLora bypassed/disconnected 2025-07-23 17:51:59 +03:00
kijai 66226a8a1b why was this ever this way... 2025-07-23 17:17:27 +03:00
kijai 3ed58330d9 better 2025-07-23 16:56:33 +03:00
kijai 65ac9fa6d9 cache positive and negative separately, add cache to single encode node as well 2025-07-23 16:33:11 +03:00
kijai 5e56e3649f fix control lora 2025-07-23 16:20:30 +03:00
kijai 0212ad7a2d cache only the prompts 
so we can disconnect T5 completely if text embed exists in cache
 2025-07-23 15:33:32 +03:00
kijai 1a1af02912 Allow using different init image for context windows beyond first one 
This can be useful with models like MAGREF that behave differently when the init image is padded with white, idea is to use full init for first window and padded image for the rest, so that it works more like reference and doesn't force the window to snap back to the init.
 2025-07-23 12:51:57 +03:00
kijai 9d9b188b0b Update fp8_optimization.py 2025-07-23 01:22:42 +03:00
kijai fa93f5b3c1 Add optional prompt disk caching 
Caches text embeds to disk with unique hash based on T5 name, dtype and prompts. If found on disk skips encoding, persists after restarts.
 2025-07-23 00:52:56 +03:00
kijai 729b6fdf7c support sparse sageattn2 for radial attn 
Needs this installed:
https://github.com/Radioheading/Block-Sparse-SageAttention-2.0
 2025-07-23 00:27:14 +03:00
kijai 9c45f3a97d Update nodes_model_loading.py 2025-07-23 00:10:14 +03:00
kijai eea896dace Update nodes_model_loading.py 2025-07-22 18:25:03 +03:00
kijai 70fcdff3c5 Update nodes_model_loading.py 2025-07-22 17:36:41 +03:00
kijai bfd6af8141 Update nodes_model_loading.py 2025-07-22 15:41:32 +03:00
kijai 98fa84bb17 Update nodes_model_loading.py 2025-07-22 13:58:43 +03:00
kijai 3988accdf3 Update nodes_model_loading.py 2025-07-21 23:44:24 +03:00
kijai 9911b5e6f0 oops 2025-07-21 22:49:05 +03:00
kijai 91515717d6 bump version 2025-07-21 22:46:50 +03:00
kijai 296baa30ce Add WanVideoSetLoRAs 
Node to set the LoRA weights to use with the unmerged LoRA mode, not able to merge LoRAs but allows instant LoRA switching without any loading times. The effect of unmerged LoRAs is stronger and differs from merged LoRAs.
 2025-07-21 22:39:17 +03:00
kijai 41d8bd9ec9 fix for context windows 2025-07-21 20:09:53 +03:00
kijai 4bf78e5316 Possibly reduce LoRA loading memory usage 2025-07-21 15:25:07 +03:00
kijai 6ef9224dfe Update model.py 2025-07-21 13:51:33 +03:00
kijai aeac12ed7a Only convert layers that actually have scaled weights... 2025-07-21 01:57:27 +03:00
kijai 29ce253bb6 Support fp8_scaled models and allow running LoRAs unmerged on other models as well 2025-07-21 01:37:30 +03:00
kijai 59add151eb Update attention.py 2025-07-20 16:22:27 +03:00
kijai e5b125cd89 Allow setting any block as dense for Radial attention 
Also added WanVideoBlockList helper to to create list of ints that can be inserted to the dense_blocks -input.
 2025-07-20 16:21:37 +03:00
kijai 0dba876979 Correct radial attn mask size when using context windows 2025-07-20 13:22:56 +03:00
kijai bb82d63453 Update nodes.py 2025-07-20 13:08:40 +03:00
kijai 768a4b2d90 Fix radial attention cache not resetting on resolution change, add more robust supported dimension check 2025-07-20 12:15:01 +03:00
kijai 9f75b7e051 Fix tiled_vae + endframe 2025-07-20 02:33:24 +03:00
kijai 1f25bba463 Merge branch 'pr/828' 2025-07-20 02:13:26 +03:00
kijai 47978275bb Update nodes.py 2025-07-20 02:13:07 +03:00
kijai edd9b20691 Add res_multistep 2025-07-20 01:41:17 +03:00
kijai 0f6fe96626 Update __init__.py 2025-07-18 23:01:03 +03:00
kijai feddafcea2 Update model.py 2025-07-18 18:52:32 +03:00
kijai 5a305a7f9f include sparse_sage_API code 
https://github.com/jt-zhang/Sparse_SageAttention_API
 2025-07-18 17:16:43 +03:00
kijai cf18ecc2da update i2v basic example 2025-07-18 16:42:02 +03:00
kijai c68f5f7439 move node 2025-07-18 16:41:49 +03:00
kijai c08296747f more refactoring 2025-07-18 16:31:34 +03:00
kijai 6b9565ed63 Code refactoring 2025-07-18 16:15:50 +03:00
kijai 8b8da7d8fe Update nodes.py 2025-07-18 14:41:38 +03:00
kijai 8538c517e6 Merge branch 'radial_attn' 2025-07-18 14:40:10 +03:00
kijai ed11e2bb3e Update nodes.py 2025-07-18 14:37:11 +03:00
kijai a1cc320c36 force using the set node 2025-07-18 14:26:45 +03:00
kijai 0e920e5b18 support VACE 2025-07-18 14:04:04 +03:00
kijai 55fc8a13e0 better mask cache, optimize 2025-07-18 13:55:06 +03:00
kijai 8919e65bab cache the mask 2025-07-18 01:43:45 +03:00
kijai a7166fc1a4 fix and rename args to be clearer 2025-07-18 01:28:01 +03:00
kijai 712eecf64b more compile friendly 2025-07-18 00:53:12 +03:00
kijai 605011a237 allow setting dense attention mode 2025-07-17 23:47:08 +03:00
kijai 9039d95721 cleanup and optimize 2025-07-17 22:40:26 +03:00
kijai 7c8020f8e8 works but slow 2025-07-17 21:49:14 +03:00
kijai 0417c8ea00 Update nodes.py 2025-07-17 20:48:16 +03:00
kijai 6ee7ad508e init (not working) 2025-07-17 20:47:02 +03:00
Jukka Seppänen 31b2c686cf Merge pull request #768 from Eikwang/fixunianimate 
fix unianimate erro : OverflowError: cannot convert float infinity to…
 2025-07-17 19:33:37 +03:00
kijai e011d031a8 Merge branch 'pr/799' 2025-07-17 19:33:10 +03:00
kijai 6e5b493b28 Create wanvideo_14B_pusa_I2V_example_01.json 2025-07-17 19:27:32 +03:00
kijai 8d7504144d Update nodes.py 2025-07-17 19:25:03 +03:00
kijai d8e90a94c1 more advanced input for Pusa 2025-07-17 19:10:24 +03:00
kijai 6bc53b771d refactor scheduler import 2025-07-17 15:56:55 +03:00
kijai 2263d02a0a basic Pusa support 2025-07-17 10:06:01 +03:00
kijai 17d48e3e45 rename VACE Model - VACE Module for clarity 2025-07-14 17:38:08 +03:00
kijai a37c0e6ac8 Update nodes.py 2025-07-14 17:28:17 +03:00
kijai 24d3de2126 Add EasyCache 2025-07-14 17:27:10 +03:00
kijai e1f5d185ee Use original Multitalk attention code with exactly 2 speakers 2025-07-14 17:06:48 +03:00
kijai f96128bf2c Make multitalk sampling actually use the seed... 2025-07-14 09:20:03 +03:00
kijai 8fd62b3e78 Multitalk wav2vec model doesn't actually need the .pt file 
chinese-wav2vec2-base-fairseq-ckpt.pt can be safely deleted and won't be autodownloaded in the future
 2025-07-14 09:13:41 +03:00
kijai 08669de287 Fix FantasyTalking when wav2vec loaded on offload_device 2025-07-13 23:52:19 +03:00
kijai b6d156afa5 Update nodes.py 2025-07-13 19:13:20 +03:00
kijai 1e4ed578ba Update pyproject.toml 2025-07-13 18:42:17 +03:00
kijai 365a1ce1d6 more chunking and refactoring 2025-07-12 20:18:52 +03:00
kijai 895c92febd Update model.py 2025-07-12 03:04:46 +03:00
kijai 039b211ef7 cleanup 2025-07-12 02:06:02 +03:00
kijai 127bfa2c99 refactor self attention 2025-07-11 23:00:59 +03:00
kijai 880194a1f9 bump version: 1.2.3 2025-07-11 01:13:25 +03:00
kijai 98395f94ce Update nodes_model_loading.py 2025-07-11 01:11:43 +03:00
kijai 1077d2323c fix max res selection 2025-07-10 23:41:54 +03:00
kijai 15f0e62e5f Add chunked RoPE option to reduce peak VRAM usage when not using torch.compile 2025-07-10 17:15:06 +03:00
kijai 49de5335c0 fix multi lora loader 2025-07-10 16:30:20 +03:00
kijai a9ba0e1cb4 small possible optimizations 2025-07-10 14:18:04 +03:00
kijai 5df3154112 Update requirements.txt 2025-07-10 12:53:37 +03:00
kijai 6e930d16cc Update nodes.py 2025-07-10 12:41:40 +03:00
kijai d71bed76af display possible lora metadata 2025-07-10 12:33:40 +03:00
kijai da2574d1bb WanVideoVACEStartToEndFrame fixes 2025-07-09 16:17:01 +03:00
kijai 456d04e318 fix vid2vid 2025-07-08 19:14:01 +03:00
kijai b65f161e8b Fix gguf + lora alpha scaling 2025-07-08 16:47:41 +03:00
kijai ce0bae1839 revert this 2025-07-08 16:23:29 +03:00
kijai 948805b6e5 remove print 2025-07-08 16:22:43 +03:00
kijaiandkabachuha da98636599 FreeInit 
https: //github.com/TianxingWu/FreeInit
Co-Authored-By: kabachuha <14872007+kabachuha@users.noreply.github.com>
 2025-07-08 15:09:54 +03:00
kijai 8500514ef9 gguf + lora application fix 2025-07-08 12:53:29 +03:00
kijai 20e9914645 Update gguf.py 2025-07-08 12:33:50 +03:00
kijai 372e33bd5b possible fix for some gguf + torch.compile issues 2025-07-08 11:32:27 +03:00
kijai a57d7aa002 lora loading progressbar 2025-07-08 09:27:58 +03:00
kijai d16e2aa2ff Apply possible LoRA alpha with GGUF too 2025-07-08 09:27:22 +03:00