Commit Graph

509 Commits

Author SHA1 Message Date
mi804
ed9e4374af ltx2.3 docs 2026-03-06 16:45:12 +08:00
mi804
73b13f4c86 support ltx2.3 inference 2026-03-06 16:07:17 +08:00
Zhongjie Duan
6bcb99fd2e Merge branch 'main' into layercontrol_v2 2026-03-03 21:04:04 +08:00
Artiprocher
add6f88324 bugfix 2026-03-03 15:33:42 +08:00
Zhongjie Duan
430b495100 Merge pull request #1321 from mi804/bugfix
fix qwen_text_encoder bug in transformers>=5.2.0
2026-03-03 13:02:45 +08:00
mi804
62ba8a3f2e fix qwen_text_encoder bug in transformers>=5.2.0 2026-03-03 12:44:36 +08:00
Zhongjie Duan
237d178733 Fix LoRA compatibility issues. (#1320) 2026-03-03 11:08:31 +08:00
Zhongjie Duan
b3ef224042 support Anima gradient checkpointing (#1319) 2026-03-02 19:06:55 +08:00
Zhongjie Duan
6d671db5d2 Support Anima (#1317)
* support Anima

Co-authored-by: mi804 <1576993271@qq.com>
2026-03-02 18:49:02 +08:00
Zhongjie Duan
29cd5c7612 Merge pull request #1275 from Mr-Neutr0n/fix-dit-none-check
Fix AttributeError when pipe.dit is None during split training
2026-03-02 10:25:11 +08:00
Zhongjie Duan
ff4be1c7c7 Merge pull request #1293 from Mr-Neutr0n/fix/trajectory-loss-div-by-zero
fix: prevent division by zero in TrajectoryImitationLoss at final denoising step
2026-03-02 10:21:39 +08:00
Zhongjie Duan
6b0fb1601f Merge pull request #1296 from Explorer-Dong/fix/wan_vae
fix: WanVAE2.2 encode and decode error
2026-03-02 10:19:36 +08:00
mi804
1a380a6b62 minor fix 2026-02-28 11:09:10 +08:00
mi804
8b9a094c1b ltx iclora train 2026-02-27 18:43:53 +08:00
mi804
5996c2b068 support inference 2026-02-27 16:48:16 +08:00
mi804
a18966c300 support ltx2 gradient_checkpointing 2026-02-26 19:19:59 +08:00
mi804
f48662e863 update docs 2026-02-26 11:10:00 +08:00
mi804
8d8bfc7f54 minor fix 2026-02-25 19:04:10 +08:00
mi804
8e15dcd289 support ltx2 train -2 2026-02-25 18:06:02 +08:00
mi804
586ac9d8a6 support ltx-2 training 2026-02-25 17:19:57 +08:00
mi804
ee73a29885 qwen_image layercontrol v2 2026-02-24 15:19:16 +08:00
Mr_Dwj
fc11fd4297 chore: remove invalid comment code 2026-02-13 09:38:14 +08:00
Mr_Dwj
bd3c5822a1 fix: WanVAE2.2 decode error 2026-02-13 01:13:08 +08:00
Mr_Dwj
96fb0f3afe fix: unpack Resample38 output 2026-02-12 23:51:56 +08:00
Mr-Neutr0n
b68663426f fix: preserve sign of denominator in clamp to avoid inverting gradient direction
The previous .clamp(min=1e-6) on (sigma_ - sigma) flips the sign when
the denominator is negative (which is the typical case since sigmas
decrease monotonically). This would invert the target and cause
training divergence.

Use torch.sign(denom) * torch.clamp(denom.abs(), min=1e-6) instead,
which prevents division by zero while preserving the correct sign.
2026-02-11 21:04:55 +05:30
Mr-Neutr0n
0e6976a0ae fix: prevent division by zero in trajectory imitation loss at last step 2026-02-11 19:51:25 +05:30
Hong Zhang
b3b63fef3e Add readthedocs for diffsynth-studio
* add conf docs

* add conf docs

* add index

* add index

* update ref

* test root

* add en

* test relative

* redirect relative

* add document

* test_document

* test_document
2026-02-10 19:51:04 +08:00
Artiprocher
fddc98ff16 fix mix-precision issues in low-version torch 2026-02-10 11:12:50 +08:00
Zhongjie Duan
dc94614c80 Merge pull request #1256 from Feng0w0/npu_fused
[model][NPU]:Add NPU fusion operator patch to Zimage model to improve performance
2026-02-09 20:08:44 +08:00
feng0w0
e56a4d5730 [model][NPU]:Add NPU fusion operator patch to Zimage model to improve performance 2026-02-09 12:31:34 +08:00
feng0w0
3f8468893a [model][NPU]:Add NPU fusion operator patch to Zimage model to improve performance 2026-02-09 09:51:06 +08:00
Mr-Neutr0n
6383ec358c Fix AttributeError when pipe.dit is None
When using split training with 'sft:data_process' task, the DiT model
is not loaded but the attribute 'dit' exists with value None. The
existing hasattr check returns True but then accessing siglip_embedder
fails.

Add an explicit None check before accessing pipe.dit.siglip_embedder.

Fixes #1246
2026-02-07 05:23:11 +05:30
Zhongjie Duan
1b47e1dc22 Merge pull request #1272 from modelscope/zero3-fix
Support DeepSpeed ZeRO 3
2026-02-06 16:33:12 +08:00
Artiprocher
b0bf78e915 refine code & doc 2026-02-06 16:27:23 +08:00
feng0w0
6886f7ba35 fix wan decoder bug 2026-02-05 10:31:41 +08:00
Zhongjie Duan
280ff7cca6 Merge pull request #1229 from Feng0w0/wan_rope
[bugfix][NPU]:Fix bug that correctly obtains device type
2026-02-04 13:26:00 +08:00
Zhongjie Duan
b4b62e2f7c Merge pull request #1221 from Feng0w0/usp_npu
[NPU]:Support USP feature in NPU
2026-02-04 13:25:24 +08:00
feng0w0
051b957adb [model][NPU] Add NPU fusion operator patch to Zimage model to improve performance 2026-02-03 19:50:21 +08:00
feng0w0
ca9b5e64ea [feature]:Add adaptation of all models to zero3 2026-02-03 15:44:53 +08:00
Zhongjie Duan
25c3a3d3e2 Merge branch 'main' into ltx-2 2026-02-03 13:06:44 +08:00
mi804
49bc84f78e add comment for tuple noise_pred 2026-02-03 10:43:25 +08:00
mi804
25a9e75030 final fix for ltx-2 2026-02-03 10:39:35 +08:00
mi804
2a7ac73eb5 minor fix 2026-02-02 20:07:08 +08:00
mi804
f4f991d409 support ltx-2 t2v and i2v 2026-02-02 19:53:07 +08:00
Artiprocher
91a5623976 update docs 2026-02-02 16:52:12 +08:00
Zhongjie Duan
28cd355aba Merge pull request #1232 from huarzone/main
fix wan i2v/ti2v train bug
2026-02-02 15:26:01 +08:00
Zhongjie Duan
005389fca7 Merge pull request #1244 from modelscope/qwen-image-edit-lightning
Qwen image edit lightning
2026-02-02 15:20:11 +08:00
Zhongjie Duan
21a6eb8e2f Merge pull request #1243 from modelscope/research_tutorial_1
add research tutorial sec 1
2026-02-02 14:29:39 +08:00
Artiprocher
98ab238340 add research tutorial sec 1 2026-02-02 14:28:26 +08:00
feng0w0
2070bbd925 [feature]:Add adaptation of all models to zero3 2026-01-31 16:50:18 +08:00